From 8ee5d8b693307486fd2c72e82b9eb31af2f56ed0 Mon Sep 17 00:00:00 2001 From: couchot Date: Wed, 12 Sep 2012 10:24:13 +0200 Subject: [PATCH] t --- stc/exp/python/dummy | 19 +- stc/exp/python/stc.py | 36 +- stc/exp/python/stc_r.py | 28 +- stc/exp/python/stc_raphus.py | 276 ++ stc/exp/python/stc_raphus.py~ | 276 ++ stc/exp/python/xpl.ps | 1150 ++++++ stc/exp/raphus/142.pgm | 1982 ++++++++++ stc/exp/raphus/1420.pgm | 3325 ++++++++++++++++ stc/exp/raphus/1421.pgm | 3388 ++++++++++++++++ stc/exp/raphus/1422.pgm | 3403 ++++++++++++++++ stc/exp/raphus/1423.pgm | 4 + stc/exp/raphus/1424.pgm | 3464 +++++++++++++++++ stc/exp/raphus/1425.pgm | Bin 0 -> 262159 bytes stc/exp/raphus/1426.pgm | 4 + stc/exp/raphus/1427.pgm | 945 +++++ stc/exp/raphus/1428.pgm | Bin 0 -> 262159 bytes stc/exp/raphus/1429.pgm | 472 +++ stc/exp/raphus/bbs.py | 204 + stc/exp/raphus/bbs.py~ | 197 + stc/exp/raphus/primes.py | 67 + stc/exp/raphus/primes.pyc | Bin 0 -> 1829 bytes stc/exp/raphus/sobel555_for_ensemble.py | 714 ++++ stc/exp/raphus/sobel555_for_ensemble.py~ | 712 ++++ ...eplacement in Grayscale Natural Images.pdf | Bin 0 -> 537548 bytes stc/exp/steganalysers/aump/T | 401 ++ stc/exp/steganalysers/aump/X | 401 ++ stc/exp/steganalysers/aump/Y | 401 ++ stc/exp/steganalysers/aump/aump.m | 67 + stc/exp/steganalysers/aump/fig_nous.fig | Bin 0 -> 17677 bytes stc/exp/steganalysers/aump/lambdac.py | 12 + stc/exp/steganalysers/aump/lambdac.py~ | 4 + stc/exp/steganalysers/aump/test_aump_nous.m | 73 + 32 files changed, 22001 insertions(+), 24 deletions(-) create mode 100644 stc/exp/python/stc_raphus.py create mode 100644 stc/exp/python/stc_raphus.py~ create mode 100644 stc/exp/python/xpl.ps create mode 100644 stc/exp/raphus/142.pgm create mode 100644 stc/exp/raphus/1420.pgm create mode 100644 stc/exp/raphus/1421.pgm create mode 100644 stc/exp/raphus/1422.pgm create mode 100644 stc/exp/raphus/1423.pgm create mode 100644 stc/exp/raphus/1424.pgm create mode 100644 stc/exp/raphus/1425.pgm create mode 100644 stc/exp/raphus/1426.pgm create mode 100644 stc/exp/raphus/1427.pgm create mode 100644 stc/exp/raphus/1428.pgm create mode 100644 stc/exp/raphus/1429.pgm create mode 100644 stc/exp/raphus/bbs.py create mode 100644 stc/exp/raphus/bbs.py~ create mode 100644 stc/exp/raphus/primes.py create mode 100644 stc/exp/raphus/primes.pyc create mode 100644 stc/exp/raphus/sobel555_for_ensemble.py create mode 100644 stc/exp/raphus/sobel555_for_ensemble.py~ create mode 100644 stc/exp/steganalysers/aump/Adaptive Steganalysis of Least Significant Bit Replacement in Grayscale Natural Images.pdf create mode 100644 stc/exp/steganalysers/aump/T create mode 100644 stc/exp/steganalysers/aump/X create mode 100644 stc/exp/steganalysers/aump/Y create mode 100644 stc/exp/steganalysers/aump/aump.m create mode 100644 stc/exp/steganalysers/aump/fig_nous.fig create mode 100644 stc/exp/steganalysers/aump/lambdac.py create mode 100644 stc/exp/steganalysers/aump/lambdac.py~ create mode 100644 stc/exp/steganalysers/aump/test_aump_nous.m diff --git a/stc/exp/python/dummy b/stc/exp/python/dummy index 4cafabb..32c0d5f 100644 --- a/stc/exp/python/dummy +++ b/stc/exp/python/dummy @@ -1,7 +1,12 @@ -0.25 -[1, 1, 1, 1, 0, 0, 0, 0] -[1, 1, 0, 0, 0, 0, 0, 0] -[1, 0, 1, 1, 0, 0, 0, 0] -[1, 1, 1, 0, 1, 1, 0, 0] -[0, 1, 1, 1, 1, 0, 1, 1] -[[1, 1, 0, 0, 0, 0, 0, 0], [1, 0, 1, 1, 0, 0, 0, 0], [1, 1, 1, 0, 1, 1, 0, 0], [0, 1, 1, 1, 1, 0, 1, 1]] +message [0, 1, 0, 1] +y [0, 1, 1, 1, 0, 0] +x [0, 0, 1, 0, 0, 1] +H_hat [3, 1] +avec stc : 0.5 +sans stc : 0.75 +[[1 1 0 0 0 0] + [1 0 1 1 0 0] + [0 0 1 0 1 1] + [0 0 0 0 1 0]] +messag2 [1, 0, 1, 0] +False diff --git a/stc/exp/python/stc.py b/stc/exp/python/stc.py index cb1c396..4d0b1f1 100644 --- a/stc/exp/python/stc.py +++ b/stc/exp/python/stc.py @@ -61,8 +61,9 @@ def forward(H_hat,x,message,lnm): indx,indm = 0,0 i=0 while i < nbblock: # pour chaque bit du message - if i%100 == 0 : + """if i%100 == 0 : print i + """ for j in xrange(w): # pour chaque colonne de H_hat #print indx, "en entrant",wght k = 0 @@ -99,8 +100,9 @@ def backward(start,H_hat,x,message,lnm,path): y=np.zeros(len(x)) i=0 while i < nbblock: - if i%10000 == 0 : + """if i%10000 == 0 : print i + """ l = range(w) l.reverse() for j in l: # pour chaque colonne de H_hat @@ -123,6 +125,7 @@ def trouve_H_hat(n,m,h): assert alpha >= 2 index = min(int(alpha),9) mat = { + 1 : [255] 2 : [71,109], 3 : [95, 101, 121], 4 : [81, 95, 107, 121], @@ -192,18 +195,33 @@ def equiv(x,y): ################ -x = [randint(0,1) for _ in xrange(50000)] -message = [randint(0,1) for _ in xrange(10000)] -(x_b,y,H_hat) = stc(x,message) + # x_b est la sous partie de x qui va etre modifiee # y est le vecteur des bits modifies # H_hat est la sous-matrice retenue qui est embarquee dans H - - -print nbdif(x_b,y) - +eval = True +count = 0 + +"""" +while count < 1000 and eval : + lx = randint(500,1000) + x = [randint(0,1) for _ in xrange(lx)] + lm = randint(lx/10,lx/2) + message = [randint(0,1) for _ in xrange(lm)] + (x_b,y,H_hat) = stc(x,message) + eval = equiv(message, prod(H_hat,len(message),y)) + if not (eval): + print x + print message + + count +=1 + if count % 100 == 0 : + print count + +print nbdif(x_b,y),count +""" diff --git a/stc/exp/python/stc_r.py b/stc/exp/python/stc_r.py index 854c780..615fa55 100644 --- a/stc/exp/python/stc_r.py +++ b/stc/exp/python/stc_r.py @@ -5,6 +5,7 @@ import gc infinity = 100000000000 +DEBUG = True # forward part @@ -64,7 +65,8 @@ def forward(H_hat,x,message,lnm,rho): i=0 while i < nbblock: # pour chaque bit du message for j in xrange(w): # pour chaque colonne de H_hat - #print indx, "en entrant",wght + if DEBUG : + print indx, "en entrant",wght k = 0 while k < int(2**h): # pour chaque ligne de H w0 = wght[k] + x[indx]*rho[indx] @@ -78,13 +80,17 @@ def forward(H_hat,x,message,lnm,rho): k +=1 indx +=1 wght = [t for t in newwght] - #print " apres calcul",wght + if DEBUG : + print " apres calcul",wght for j in xrange(int(2**(h-1))): # pour chaque colonne de H wght[j] = wght[2*j + message[indm]] wght = wght[:int(pow(2,h-1))] + [infinity for _ in xrange(int(pow(2,h)-pow(2,h-1)))] indm +=1 i +=1 + if DEBUG : + print "pruning",wght + start = np.argmin(wght) return (start,path) @@ -116,7 +122,6 @@ def backward(start,H_hat,x,message,lnm,path): def trouve_H_hat(n,m,h): - assert h ==7 alpha = float(n)/m assert alpha >= 2 index = min(int(alpha),9) @@ -133,9 +138,10 @@ def trouve_H_hat(n,m,h): return(mat, index*m) -def stc(x,rho,message): +def stc(x,rho,message,hhat=-1): lnm = len(message) - (mat,taille_suff) = trouve_H_hat(len(x),len(message),7) + (mat,taille_suff) = trouve_H_hat(len(x),lnm,7) \ + if hhat == -1 else (hhat,len(hhat)*lnm) x_b = x[:taille_suff] (start,path) = forward(mat,x_b,message,lnm,rho) return (x_b,backward(start,mat,x_b,message,lnm,path),mat) @@ -217,11 +223,11 @@ message = [randint(0,1) for _ in xrange(26000)] print max([message[l]-message2[l] for l in xrange(len(message))]) print equiv(message,message2) -""" + count = 0 -while count < 100 and eval : - lx = randint(500,1000) +while count < 1000 and eval : + lx = randint(5000,10000) x = [randint(0,1) for _ in xrange(lx)] rho = [randint(1,9) for _ in xrange(lx)] @@ -239,3 +245,9 @@ while count < 100 and eval : print count +""" +x = [0, 1, 0, 1, 1, 1, 0, 0] +rho = [4, 2, 5, 4, 9, 8, 7, 6] +message = [1,1,0,1] + +print stc(x,rho,message,[1,3]) diff --git a/stc/exp/python/stc_raphus.py b/stc/exp/python/stc_raphus.py new file mode 100644 index 0000000..fd3ca2e --- /dev/null +++ b/stc/exp/python/stc_raphus.py @@ -0,0 +1,276 @@ +from random import * +import numpy as np +from math import * +import gc + +infinity = 100000000 + + + +# forward part + + +def dec(ch,n): + l = len(ch) + acc = 0 + for i in xrange(l): + if ch[i]==1: + acc = acc + 2**(n-i-1) + return acc + + +def bin(elem,n): + """Convertit un nombre en binaire""" + q = -1 + res = [0 for i in xrange(n)] + i = 1 + while q != 0: + q = elem // 2 + r = elem % 2 + res[n-i] = r + elem = q + i+=1 + return res + + + +def xorb(a,b): + return 1 if a != b else 0 + +def xor(e1,e2,h): + e1b,e2b = bin(e1,h),bin(e2,h) + d = dec([xorb(e1b[j],e2b[j]) for j in xrange(h)],h) + return d + +def lit(d,(indx,indy)): + if (indx,indy) in d : + return d[(indx,indy)] + else : + return 0 + + + + +def forward(H_hat,x,message,lnm,rho): + (h,w) = int(log(max(H_hat),2))+1, len(H_hat) + path = dict() + nbblock = len(x)/w + wght = [infinity for _ in xrange(int(2**h))] + wght[0]=0 + newwght = [0 for _ in xrange(int(2**h))] +# rho = 1 +# rho= [1 for _ in xrange(len(x))] + indx,indm = 0,0 + i=0 + while i < nbblock: # pour chaque bit du message + for j in xrange(w): # pour chaque colonne de H_hat + print indx, "en entrant",wght + k = 0 + while k < int(2**h): # pour chaque ligne de H + w0 = wght[k] + x[indx]*rho[indx] + w1 = wght[xor(k,H_hat[j],h)] + (1-x[indx])*rho[indx] + if w1 < w0 : + path[(indx,k)] = 1 + else : + if (indx,k) in path: + del path[(indx,k)] + newwght[k] = min(w0,w1) + k +=1 + indx +=1 + wght = [t for t in newwght] + print " apres calcul",wght + + for j in xrange(int(2**(h-1))): # pour chaque colonne de H + wght[j] = wght[2*j + message[indm]] + wght = wght[:int(pow(2,h-1))] + [infinity for _ in xrange(int(pow(2,h)-pow(2,h-1)))] + indm +=1 + i +=1 + # juste sur le modulo + reste_a_faire = len(x) % w + if reste_a_faire != 0 : + for j in xrange(reste_a_faire): # pour chaque colonne de H_hat qui reste + #print indx, "en entrant",wght + k = 0 + while k < int(2**h): # pour chaque ligne de H + w0 = wght[k] + x[indx]*rho[indx] + w1 = wght[xor(k,H_hat[j],h)] + (1-x[indx])*rho[indx] + if w1 < w0 : + path[(indx,k)] = 1 + else : + if (indx,k) in path: + del path[(indx,k)] + newwght[k] = min(w0,w1) + k +=1 + indx +=1 + wght = [t for t in newwght] + #print " apres calcul",wght + + for j in xrange(int(2**(h-1))): # pour chaque colonne de H + wght[j] = wght[2*j + message[indm]] + wght = wght[:int(pow(2,h-1))] + [infinity for _ in xrange(int(pow(2,h)-pow(2,h-1)))] + indm +=1 + #fin du modulo + + start = np.argmin(wght) + return (start,path) + + +def backward(start,H_hat,x,message,lnm,path): + (h,w) = int(log(max(H_hat),2))+1, len(H_hat) + indx,indm = len(x)-1,lnm-1 + state = 2*start + message[indm] + indm -=1 + # l'initialisation de state n'est pas optimale... + nbblock = len(x)/w + y=np.zeros(len(x)) + i=0 + # sur le reste + reste_a_faire = len(x) % w + if reste_a_faire != 0 : + l = range(reste_a_faire) + l.reverse() + for j in l: # pour chaque colonne qui reste a faire + y[indx] = lit(path,(indx,state)) + state = xor(state,y[indx]*H_hat[j],h) + indx -=1 + state = 2*state + message[indm] + indm -=1 + # fin du reste + while i < nbblock: + l = range(w) + l.reverse() + for j in l: # pour chaque colonne de H_hat + y[indx] = lit(path,(indx,state)) + state = xor(state,y[indx]*H_hat[j],h) + indx -=1 + state = 2*state + message[indm] + indm -=1 + i +=1 + return [int(t) for t in y] + + + + + + +def trouve_H_hat(n,m,h): + assert h ==7 + alpha = float(n)/m + assert alpha >= 1 + index = min(int(alpha),9) + matr = { + 2 : [71,109], + 3 : [95, 101, 121], + 4 : [81, 95, 107, 121], + 5 : [75, 95, 97, 105, 117], + 6 : [73, 83, 95, 103, 109, 123], + 7 : [69, 77, 93, 107, 111, 115, 121], + 8 : [69, 79, 81, 89, 93, 99, 107, 119], + 9 : [69, 79, 81, 89, 93, 99, 107, 119, 125] + } + mat = [] + if index not in matr: + mat = matr[2] + else : + mat = matr[index] + return mat + + +def stc(x,rho,message): + lnm = len(message) + mat = trouve_H_hat(len(x),len(message),7) + x_b = [i for i in x] + mat=[3,1] + (start,path) = forward(mat,x_b,message,lnm,rho) + return (x_b,backward(start,mat,x_b,message,lnm,path),mat) + + + + + +def nbdif(x,y): + r,it = 0,0 + l = len(y) + while it < l : + if x[it] != y[it] : + r +=1 + it += 1 + return float(r)/l + + + + + + +def prod(H_hat,lnm,y): + (h,w) = int(log(max(H_hat),2))+1, len(H_hat) + i=0 + H =[] + V=[0 for _ in range(len(y))] + sol=[] + Vp =[] + while i < lnm: # pour chaque ligne + V=[0 for _ in range(len(y))] + k = max([(i-h+1)*w,0]) + dec = max([i-h+1,0]) + for j in xrange(min([i+1,h])): #nbre de blocks presents sur la ligne i + for l in xrange(w): # pour chaque collone de H_hat + if k < len(y): + V[k] = bin(H_hat[l],h)[h-i-1+j+dec] + k+=1 + sol.append(np.dot(np.array(V),np.array(y))) + i+=1 + Vp +=[V] + Vp = np.array(Vp) + print Vp + return np.dot(Vp,np.array(y)) + + +def equiv(x,y): + lx = len(x) + assert lx == len(y) + i=0 + while i < lx : + if x[i] % 2 != y[i]%2 : + return False + i += 1 + return True + + +################ +""" +x = [randint(0,1) for _ in xrange(65000)] +rho = [randint(1,9) for _ in xrange(65000)] +message = [randint(0,1) for _ in xrange(26000)] +""" +x = [0, 0, 1, 0, 0, 1] +rho = [1 for _ in xrange(100)] +message = [0, 1, 0, 1] + + + +(x_b,y,H_hat) = stc(x,rho,message) +print "message", message +print "y", y +print "x", x +print "H_hat", H_hat + + + +# x_b est la sous partie de x qui va etre modifiee +# y est le vecteur des bits modifies +# H_hat est la sous-matrice retenue qui est embarquee dans H + +print "avec stc :", nbdif(x_b,y) +print "sans stc :", nbdif(message,x[:len(message)]) + +#print message +#print x +#print rho +#print y +message2 = [x%2 for x in prod(H_hat,len(message),y)] +print "messag2", message2 + +#print message2 +print equiv(message,message2) + diff --git a/stc/exp/python/stc_raphus.py~ b/stc/exp/python/stc_raphus.py~ new file mode 100644 index 0000000..026c13f --- /dev/null +++ b/stc/exp/python/stc_raphus.py~ @@ -0,0 +1,276 @@ +from random import * +import numpy as np +from math import * +import gc + +infinity = 10 + + + +# forward part + + +def dec(ch,n): + l = len(ch) + acc = 0 + for i in xrange(l): + if ch[i]==1: + acc = acc + 2**(n-i-1) + return acc + + +def bin(elem,n): + """Convertit un nombre en binaire""" + q = -1 + res = [0 for i in xrange(n)] + i = 1 + while q != 0: + q = elem // 2 + r = elem % 2 + res[n-i] = r + elem = q + i+=1 + return res + + + +def xorb(a,b): + return 1 if a != b else 0 + +def xor(e1,e2,h): + e1b,e2b = bin(e1,h),bin(e2,h) + d = dec([xorb(e1b[j],e2b[j]) for j in xrange(h)],h) + return d + +def lit(d,(indx,indy)): + if (indx,indy) in d : + return d[(indx,indy)] + else : + return 0 + + + + +def forward(H_hat,x,message,lnm,rho): + (h,w) = int(log(max(H_hat),2))+1, len(H_hat) + path = dict() + nbblock = len(x)/w + wght = [infinity for _ in xrange(int(2**h))] + wght[0]=0 + newwght = [0 for _ in xrange(int(2**h))] +# rho = 1 +# rho= [1 for _ in xrange(len(x))] + indx,indm = 0,0 + i=0 + while i < nbblock: # pour chaque bit du message + for j in xrange(w): # pour chaque colonne de H_hat + print indx, "en entrant",wght + k = 0 + while k < int(2**h): # pour chaque ligne de H + w0 = wght[k] + x[indx]*rho[indx] + w1 = wght[xor(k,H_hat[j],h)] + (1-x[indx])*rho[indx] + if w1 < w0 : + path[(indx,k)] = 1 + else : + if (indx,k) in path: + del path[(indx,k)] + newwght[k] = min(w0,w1) + k +=1 + indx +=1 + wght = [t for t in newwght] + print " apres calcul",wght + + for j in xrange(int(2**(h-1))): # pour chaque colonne de H + wght[j] = wght[2*j + message[indm]] + wght = wght[:int(pow(2,h-1))] + [infinity for _ in xrange(int(pow(2,h)-pow(2,h-1)))] + indm +=1 + i +=1 + # juste sur le modulo + reste_a_faire = len(x) % w + if reste_a_faire != 0 : + for j in xrange(reste_a_faire): # pour chaque colonne de H_hat qui reste + #print indx, "en entrant",wght + k = 0 + while k < int(2**h): # pour chaque ligne de H + w0 = wght[k] + x[indx]*rho[indx] + w1 = wght[xor(k,H_hat[j],h)] + (1-x[indx])*rho[indx] + if w1 < w0 : + path[(indx,k)] = 1 + else : + if (indx,k) in path: + del path[(indx,k)] + newwght[k] = min(w0,w1) + k +=1 + indx +=1 + wght = [t for t in newwght] + #print " apres calcul",wght + + for j in xrange(int(2**(h-1))): # pour chaque colonne de H + wght[j] = wght[2*j + message[indm]] + wght = wght[:int(pow(2,h-1))] + [infinity for _ in xrange(int(pow(2,h)-pow(2,h-1)))] + indm +=1 + #fin du modulo + + start = np.argmin(wght) + return (start,path) + + +def backward(start,H_hat,x,message,lnm,path): + (h,w) = int(log(max(H_hat),2))+1, len(H_hat) + indx,indm = len(x)-1,lnm-1 + state = 2*start + message[indm] + indm -=1 + # l'initialisation de state n'est pas optimale... + nbblock = len(x)/w + y=np.zeros(len(x)) + i=0 + # sur le reste + reste_a_faire = len(x) % w + if reste_a_faire != 0 : + l = range(reste_a_faire) + l.reverse() + for j in l: # pour chaque colonne qui reste a faire + y[indx] = lit(path,(indx,state)) + state = xor(state,y[indx]*H_hat[j],h) + indx -=1 + state = 2*state + message[indm] + indm -=1 + # fin du reste + while i < nbblock: + l = range(w) + l.reverse() + for j in l: # pour chaque colonne de H_hat + y[indx] = lit(path,(indx,state)) + state = xor(state,y[indx]*H_hat[j],h) + indx -=1 + state = 2*state + message[indm] + indm -=1 + i +=1 + return [int(t) for t in y] + + + + + + +def trouve_H_hat(n,m,h): + assert h ==7 + alpha = float(n)/m + assert alpha >= 1 + index = min(int(alpha),9) + matr = { + 2 : [71,109], + 3 : [95, 101, 121], + 4 : [81, 95, 107, 121], + 5 : [75, 95, 97, 105, 117], + 6 : [73, 83, 95, 103, 109, 123], + 7 : [69, 77, 93, 107, 111, 115, 121], + 8 : [69, 79, 81, 89, 93, 99, 107, 119], + 9 : [69, 79, 81, 89, 93, 99, 107, 119, 125] + } + mat = [] + if index not in matr: + mat = matr[2] + else : + mat = matr[index] + return mat + + +def stc(x,rho,message): + lnm = len(message) + mat = trouve_H_hat(len(x),len(message),7) + x_b = [i for i in x] + mat=[3,1] + (start,path) = forward(mat,x_b,message,lnm,rho) + return (x_b,backward(start,mat,x_b,message,lnm,path),mat) + + + + + +def nbdif(x,y): + r,it = 0,0 + l = len(y) + while it < l : + if x[it] != y[it] : + r +=1 + it += 1 + return float(r)/l + + + + + + +def prod(H_hat,lnm,y): + (h,w) = int(log(max(H_hat),2))+1, len(H_hat) + i=0 + H =[] + V=[0 for _ in range(len(y))] + sol=[] + Vp =[] + while i < lnm: # pour chaque ligne + V=[0 for _ in range(len(y))] + k = max([(i-h+1)*w,0]) + dec = max([i-h+1,0]) + for j in xrange(min([i+1,h])): #nbre de blocks presents sur la ligne i + for l in xrange(w): # pour chaque collone de H_hat + if k < len(y): + V[k] = bin(H_hat[l],h)[h-i-1+j+dec] + k+=1 + sol.append(np.dot(np.array(V),np.array(y))) + i+=1 + Vp +=[V] + Vp = np.array(Vp) + print Vp + return np.dot(Vp,np.array(y)) + + +def equiv(x,y): + lx = len(x) + assert lx == len(y) + i=0 + while i < lx : + if x[i] % 2 != y[i]%2 : + return False + i += 1 + return True + + +################ +""" +x = [randint(0,1) for _ in xrange(65000)] +rho = [randint(1,9) for _ in xrange(65000)] +message = [randint(0,1) for _ in xrange(26000)] +""" +x = [0, 0, 1, 0, 0, 1] +rho = [1 for _ in xrange(100)] +message = [0, 1, 0, 1] + + + +(x_b,y,H_hat) = stc(x,rho,message) +print "message", message +print "y", y +print "x", x +print "H_hat", H_hat + + + +# x_b est la sous partie de x qui va etre modifiee +# y est le vecteur des bits modifies +# H_hat est la sous-matrice retenue qui est embarquee dans H + +print "avec stc :", nbdif(x_b,y) +print "sans stc :", 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-0,0 +1,67 @@ +function beta = aump(X,m,d) +% +% AUMP LSB detector as described by L. Fillatre, "Adaptive Steganalysis of +% Least Significant Bit Replacement in Grayscale Natural Images", IEEE +% TSP, October 2011. +% +% X = image to be analyzed +% m = pixel block size +% d = q - 1 = polynomial degree for fitting (predictor) +% beta = \hat{\Lambda}^\star(X) detection statistic +% + +X = double(X); +[Xpred,~,w] = Pred_aump(X,m,d); % Polynomial prediction, w = weights +r = X - Xpred; % Residual +Xbar = X + 1 - 2 * mod(X,2); % Flip all LSBs +beta = sum(sum(w.*(X-Xbar).*r)); % Detection statistic + + +function [Xpred,S,w] = Pred_aump(X,m,d) +% +% Pixel predictor by fitting local polynomial of degree d = q - 1 to +% m pixels, m must divide the number of pixels in the row. +% OUTPUT: predicted image Xpred, local variances S, weights w. +% +% Implemention follows the description in: L. Fillantre, "Adaptive +% Steganalysis of Least Significant Bit Replacement in Grayscale Images", +% IEEE Trans. on Signal Processing, 2011. +% + +sig_th = 1; % Threshold for sigma for numerical stability +q = d + 1; % q = number of parameters per block +Kn = numel(X)/m; % Number of blocks of m pixels +Y = zeros(m,Kn); % Y will hold block pixel values as columns +S = zeros(size(X)); % Pixel variance +Xpred = zeros(size(X)); % Predicted image + +H = zeros(m,q); % H = Vandermonde matrix for the LSQ fit +x1 = (1:m)/m; +for i = 1 : q, H(:,i) = (x1').^(i-1); end + +for i = 1 : m % Form Kn blocks of m pixels (row-wise) as + aux = X(:,i:m:end); % columns of Y + Y(i,:) = aux(:); +end + +p = H\Y; % Polynomial fit +Ypred = H*p; % Predicted Y + +for i = 1 : m % Predicted X + Xpred(:,i:m:end) = reshape(Ypred(i,:),size(X(:,i:m:end))); % Xpred = l_k in the paper +end + +sig2 = sum((Y - Ypred).^2) / (m-q); % sigma_k_hat in the paper (variance in kth block) +sig2 = max(sig_th^2 * ones(size(sig2)),sig2); 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b/stc/exp/steganalysers/aump/lambdac.py~ @@ -0,0 +1,4 @@ + +def parse (param): + f = open(param,r) + diff --git a/stc/exp/steganalysers/aump/test_aump_nous.m b/stc/exp/steganalysers/aump/test_aump_nous.m new file mode 100644 index 0000000..3f1f797 --- /dev/null +++ b/stc/exp/steganalysers/aump/test_aump_nous.m @@ -0,0 +1,73 @@ +%build matrix for ensemble + + +dir_canny='/home/couturie/BossBase-1.0-canny/'; +dir_cover='/localhome/couturie/ensemble/BossBase-1.0-cover/'; + +b=strcat(dir_canny,'*.pgm') +files=dir(b) + +label=[]; +scores=[]; +l=0; +threshold=200; +for i = 1:size(files, 1) + if l=threshold & l<2*threshold + img=imread(strcat(dir_cover,files(i).name)); + scores=[scores;aump(img,16,5)]; + label=[label;'cover']; + end + l=l+1; +end +[X,Y,T,AUC] = perfcurve(label,scores,'stego'); + + +l=0; +tp=0; +fp=0; +total=0; +for i = 1:size(files, 1) + if l>=2*threshold + total=total+1; + img=imread(strcat(dir_canny,files(i).name)); + s=aump(img,16,5); + if s2*threshold + total=total+1; + img=imread(strcat(dir_cover,files(i).name)); + s=aump(img,16,5); + if s

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"") +      +  + + +   +   +  + +             !#$  + +     !  +  "!"        +      + +               #    !         +        # "#   + %  +        + +   +  +        +# +  +        + + #+    +   !!!     +  +        +     +   $       ""   !   + + +  +  + + +!      +  !        +    " +   + +    +      +      +   +  + +         + +    + + +    !  #  +        +    +   + + +    +         +    + + +    + +   +   +        +   +!    + +        +          + +   +  +   +      ! $#"! +  + +  +       +  + +         + !!       + + + $  + + (   +   %'$)-  + + + +   "    +      + + + +  +"   &$    ""! +  +    + +   +     + +(   # !"     +   + +        +     $ +         #!    +   +         + +      ! "#          +   + !) !   + +   + +   +   +   +'(    $! +   #    +            *   + +   +           + +   )%$ +  + + + + +           + +  + +            ! +   +  +     + +  + +          %    +  +  +  + +    +    +    +   +  +      !!!% + + +  +              +  +    ! !      +                 +       + + +$# + +    +             +  +  !$!!   + +   +  +    +     +    +    !%"      +       +    !  +  +  '    + +  +      +    + +    +    +         +  + +     $ +  %   +  +  +           +  + +  + +       +    + +    $ +  +   +    + + +          +       +  !  +    +      +      +  !  + + + !!    +          +        +  "$  +  +  + + +  +   +  +  #  +   + + " + +   +  +  +  + + + + +    +      +     +       +   + + +   +   +  +     +  "! + + +   +   "            +  +  + +  +      +   + +  +   \ No newline at end of file diff --git a/stc/exp/raphus/bbs.py b/stc/exp/raphus/bbs.py new file mode 100644 index 0000000..3ddbe03 --- /dev/null +++ b/stc/exp/raphus/bbs.py @@ -0,0 +1,204 @@ + + +""" +Adapted from http://javarng.googlecode.com/svn/trunk/com/modp/random/BlumBlumShub.java + +Original license follows:- + +Copyright 2005, Nick Galbreath -- nickg [at] modp [dot] com +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + + Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + + Neither the name of the modp.com nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +This is the standard "new" BSD license: +http://www.opensource.org/licenses/bsd-license.php + +""" + +import primes; +import random; +import sys; +from math import ceil as _ceil, log as _log + + +class BlumBlumShub(object): + + def getPrime(self, bits): + """ + Generate appropriate prime number for use in Blum-Blum-Shub. + + This generates the appropriate primes (p = 3 mod 4) needed to compute the + "n-value" for Blum-Blum-Shub. + bits - Number of bits in prime + + """ + while True: + p = primes.bigppr(bits); + if p%4 == 3: + break + return p + + def generateN(self, bits): + """ + This generates the "n value" for use in the Blum-Blum-Shub algorithm. + bits - The number of bits of security + """ + + p = self.getPrime(bits/2) + q = self.getPrime(bits/2) + + # make sure p != q (almost always true, but just in case, check) + while p == q: + q = getPrime(self, bits/2); + + # print "GenerateN - p = " + repr(p) + ", q = " + repr(q) + return p * q; + + + def __init__(self, bits): + """ + Constructor, specifing bits for n. + bits - number of bits + """ + self.n = self.generateN(bits) + # print "n set to " + repr(self.n) + length = self.bitLen(self.n) + seed = random.getrandbits(length) + self.setSeed(seed) + + def setN(self, nn): + """ + Sets or resets the self.n value + """ + self.n = nn + + def setSeed(self, seed): + """ + Sets or resets the seed value and internal state. + seed -The new seed + """ + self.state = seed % self.n + + + + + def bitLen(self, x): + " Get the bit lengh of a positive number" + assert(x>0) + q = 0 + while x: + q = q+1 + x = x>>1 + return q + + def next(self, numBits): + self.state = (self.state**2) % self.n + return float(self.state)/self.n + + def random(self): + self.state = (self.state**2) % self.n + return float(self.state)/self.n + + + def sample(self, population, k): + """Chooses k unique random elements from a population sequence. + + Returns a new list containing elements from the population while + leaving the original population unchanged. The resulting list is + in selection order so that all sub-slices will also be valid random + samples. This allows raffle winners (the sample) to be partitioned + into grand prize and second place winners (the subslices). + + Members of the population need not be hashable or unique. If the + population contains repeats, then each occurrence is a possible + selection in the sample. + + To choose a sample in a range of integers, use xrange as an argument. + This is especially fast and space efficient for sampling from a + large population: sample(xrange(10000000), 60) + """ + + # Sampling without replacement entails tracking either potential + # selections (the pool) in a list or previous selections in a set. + + # When the number of selections is small compared to the + # population, then tracking selections is efficient, requiring + # only a small set and an occasional reselection. For + # a larger number of selections, the pool tracking method is + # preferred since the list takes less space than the + # set and it doesn't suffer from frequent reselections. + + n = len(population) + if not 0 <= k <= n: + raise ValueError("sample larger than population") + random = self.random + _int = int + result = [None] * k + setsize = 21 # size of a small set minus size of an empty list + if k > 5: + setsize += 4 ** _ceil(_log(k * 3, 4)) # table size for big sets + if n <= setsize or hasattr(population, "keys"): + # An n-length list is smaller than a k-length set, or this is a + # mapping type so the other algorithm wouldn't work. + pool = list(population) + for i in xrange(k): # invariant: non-selected at [0,n-i) + j = _int(random() * (n-i)) + result[i] = pool[j] + pool[j] = pool[n-i-1] # move non-selected item into vacancy + else: + try: + selected = set() + selected_add = selected.add + for i in xrange(k): + j = _int(random() * n) + while j in selected: + j = _int(random() * n) + selected_add(j) + result[i] = population[j] + except (TypeError, KeyError): # handle (at least) sets + if isinstance(population, list): + raise + return self.sample(tuple(population), k) + return result + + +def main(): + + bbs = BlumBlumShub(159); + bbs.setN(18532395500947174450709383384936679868383424444311405679463280782405796233163977*39688644836832882526173831577536117815818454437810437210221644553381995813014959) + bbs.setSeed(18532395500947174450709383384936679868383424444311) + + #print "Generating 10 numbers" + for i in range (0,10): + bbs.next(159) + + print bbs.sample(xrange(100),55) + + #print bbs.sample(range(10),5) +if __name__ == "__main__": + main() diff --git a/stc/exp/raphus/bbs.py~ b/stc/exp/raphus/bbs.py~ new file mode 100644 index 0000000..e2675b8 --- /dev/null +++ b/stc/exp/raphus/bbs.py~ @@ -0,0 +1,197 @@ +""" +Adapted from http://javarng.googlecode.com/svn/trunk/com/modp/random/BlumBlumShub.java + +Original license follows:- + +Copyright 2005, Nick Galbreath -- nickg [at] modp [dot] com +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + + Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + + Neither the name of the modp.com nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +This is the standard "new" BSD license: +http://www.opensource.org/licenses/bsd-license.php + +""" + +import primes; +import random; +import sys; + +class BlumBlumShub(object): + + def getPrime(self, bits): + """ + Generate appropriate prime number for use in Blum-Blum-Shub. + + This generates the appropriate primes (p = 3 mod 4) needed to compute the + "n-value" for Blum-Blum-Shub. + bits - Number of bits in prime + + """ + while True: + p = primes.bigppr(bits); + if p%4 == 3: + break + return p + + def generateN(self, bits): + """ + This generates the "n value" for use in the Blum-Blum-Shub algorithm. + bits - The number of bits of security + """ + + p = self.getPrime(bits/2) + q = self.getPrime(bits/2) + + # make sure p != q (almost always true, but just in case, check) + while p == q: + q = getPrime(self, bits/2); + + # print "GenerateN - p = " + repr(p) + ", q = " + repr(q) + return p * q; + + + def __init__(self, bits): + """ + Constructor, specifing bits for n. + bits - number of bits + """ + print "bits",bits + self.n = self.generateN(bits) + print "self.n",self.n + # print "n set to " + repr(self.n) + length = self.bitLen(self.n) + seed = random.getrandbits(length) + self.setSeed(seed) + + def setSeed(self, seed): + """ + Sets or resets the seed value and internal state. + + seed -The new seed + """ + + self.state = seed % self.n + + def bitLen(self, x): + " Get the bit lengh of a positive number" + assert(x>0) + q = 0 + while x: + q = q+1 + x = x>>1 + return q + + def next(self, numBits): + "Returns up to numBit random bits" + + result = 0 + for i in range(numBits,0,-1): + self.state = (self.state**2) % self.n + result = (result << 1) | (self.state&1) + + return result + + + def sample(self, population, k): + """Chooses k unique random elements from a population sequence. + + Returns a new list containing elements from the population while + leaving the original population unchanged. The resulting list is + in selection order so that all sub-slices will also be valid random + samples. This allows raffle winners (the sample) to be partitioned + into grand prize and second place winners (the subslices). + + Members of the population need not be hashable or unique. If the + population contains repeats, then each occurrence is a possible + selection in the sample. + + To choose a sample in a range of integers, use xrange as an argument. + This is especially fast and space efficient for sampling from a + large population: sample(xrange(10000000), 60) + """ + + # Sampling without replacement entails tracking either potential + # selections (the pool) in a list or previous selections in a set. + + # When the number of selections is small compared to the + # population, then tracking selections is efficient, requiring + # only a small set and an occasional reselection. For + # a larger number of selections, the pool tracking method is + # preferred since the list takes less space than the + # set and it doesn't suffer from frequent reselections. + + n = len(population) + if not 0 <= k <= n: + raise ValueError("sample larger than population") + def random() : + return float(self.next())/9999999999 + _int = int + result = [None] * k + setsize = 21 # size of a small set minus size of an empty list + if k > 5: + setsize += 4 ** _ceil(_log(k * 3, 4)) # table size for big sets + if n <= setsize or hasattr(population, "keys"): + # An n-length list is smaller than a k-length set, or this is a + # mapping type so the other algorithm wouldn't work. + pool = list(population) + for i in xrange(k): # invariant: non-selected at [0,n-i) + j = _int(random() * (n-i)) + print j + result[i] = pool[j] + pool[j] = pool[n-i-1] # move non-selected item into vacancy + else: + try: + selected = set() + selected_add = selected.add + for i in xrange(k): + j = _int(random() * n) + print j + while j in selected: + j = _int(random() * n) + selected_add(j) + result[i] = population[j] + except (TypeError, KeyError): # handle (at least) sets + if isinstance(population, list): + raise + return self.sample(tuple(population), k) + return result + + + +def main(): + + bbs = BlumBlumShub(159); + + #print "Generating 10 numbers" + for i in range (0,10): + print bbs.next(159) + + #print bbs.sample(range(10),5) +if __name__ == "__main__": + main() diff --git a/stc/exp/raphus/primes.py b/stc/exp/raphus/primes.py new file mode 100644 index 0000000..49a4176 --- /dev/null +++ b/stc/exp/raphus/primes.py @@ -0,0 +1,67 @@ +""" +From http://www.4dsolutions.net/cgi-bin/py2html.cgi?script=/ocn/python/primes.py +""" + +import random + +def bigppr(bits=256): + """ + Randomly generate a probable prime with a given + number of hex digits + """ + + candidate = random.getrandbits(bits) + + if candidate&1==0: + candidate += 1 + prob = 0 + while 1: + prob=pptest(candidate) + if prob>0: break + else: candidate += 2 + return candidate + +def pptest(n): + """ + Simple implementation of Miller-Rabin test for + determining probable primehood. + """ + bases = [random.randrange(2,50000) for x in range(90)] + + # if any of the primes is a factor, we're done + + if n<=1: return 0 + + for b in bases: + if n%b==0: return 0 + + tests,s = 0L,0 + m = n-1 + + # turning (n-1) into (2**s) * m + + while not m&1: # while m is even + + m >>= 1 + s += 1 + for b in bases: + tests += 1 + isprob = algP(m,s,b,n) + if not isprob: break + + if isprob: return (1-(1./(4**tests))) + else: return 0 + +def algP(m,s,b,n): + """ + based on Algorithm P in Donald Knuth's 'Art of + Computer Programming' v.2 pg. 395 + """ + result = 0 + y = pow(b,m,n) + for j in range(s): + if (y==1 and j==0) or (y==n-1): + result = 1 + break + y = pow(y,2,n) + return result diff --git a/stc/exp/raphus/primes.pyc b/stc/exp/raphus/primes.pyc new file mode 100644 index 0000000000000000000000000000000000000000..d0c71ed5502fd7a374e15b1869eb9e038ef2698f GIT binary patch literal 1829 zcmb`H-)|d55XWcFXD2Z+4U|@a7fwhJBdAY=RuMm&HW5hth+O+2sA`DLciX#7?^kZu zwJjx2?O(xT{}uimUXc0+l<&+%RN|GMyyMx~o!!};&rav%p#T1>qj5}EpNIc_Gb~9JxBlPduxG}Z+F05jhEEs#IZcO^l14hIgba}0}76X**-N7 zXncN0JUYZ4ZD%_4c`rF$fNv6&Nmb;lAl0RABBz5WsGDjQ&2kL|fd>oYGFVgdRF{4B zDd)vZH$n9{$n-KuOlq8!0mEl9Xk_?QLq4ACK{T?9dkbo+9rtGNk)gVF+PZcshb99X zP-4t72_kZA=9q@~ClPiJT9{RZ4&!PbXO#;Z9cSUe!H-|;hVU#`p>=Vnmvz`gbvC!J zlOVg!Oj_5CWcoc`wRg?iQUldf9kr=8$%ifpTIVq|Nzh9uspJSr!F3;=Y;%&FqBFU5 zu=UKN-#t1XNGgybpPndczG2j+%a1rahbJG4t^6JxN zm*-%C?aLmqYmYno_Kz#=7nm=)Y}>=s^A#O0_uBPCSsyU-kWUVq$yDseU}5Psx>zIo z0)V_A{EpFU{^I$`8YSy=;nVdS+f$A?*}#L~wAn`xlH{o=YOo=)(4~v`JunQvnmpId ztx1F@5pYt2$5kUPiFUdvOlivWKX7GLm5f?;@K9T9%=k}e|Du$`&ezW0-**kea5QAR zWI$*Wrd<~{pp|Ndn;bL5q=`uwit=TOWiS2t7-wjOP%n9t74auXsKP{1N*89d?j z3suiLOwaN+K4)7P4o`lfD_+`Cav&5bhR;r!Bfx>WvCS}^NM-S9j2gqs0y2;Twq@D# zkHL!%DmWN>3L)v^8%zR#a4%1*1{I?S#sN4utjZ`)f}hK|%XVzAbFXn=MO+T5qMiec zVBAz`6BPg?-3gwKc7r+{1z&!3CuqUI7FRe(QDFh5Q4*@fgl|F$_GAm%h{#T>be@Dg!t;F8ZwNIqdPrKs`&I&n4EAak<5$t g>p(>NUqy|v{= 1 + index = min(int(alpha),9) + mat = { + 1 : [127], + 2 : [71,109], + 3 : [95, 101, 121], + 4 : [81, 95, 107, 121], + 5 : [75, 95, 97, 105, 117], + 6 : [73, 83, 95, 103, 109, 123], + 7 : [69, 77, 93, 107, 111, 115, 121], + 8 : [69, 79, 81, 89, 93, 99, 107, 119], + 9 : [69, 79, 81, 89, 93, 99, 107, 119, 125] + }[index] + return(mat, index*m) + + +def stc(x,rho,message): + lnm = len(message) + (mat,taille_suff) = trouve_H_hat(len(x),len(message),7) + x_b = x[:taille_suff] + (start,path) = forward(mat,x_b,message,lnm,rho) + return (x_b,backward(start,mat,x_b,message,lnm,path),mat) + + + + + +def nbdif(x,y): + r,it = 0,0 + l = len(y) + while it < l : + if x[it] != y[it] : + r +=1 + it += 1 + return float(r)/l + + + + + + +def prod(H_hat,lnm,y): + (h,w) = int(log(max(H_hat),2))+1, len(H_hat) + i=0 + H =[] + V=[0 for _ in range(len(y))] + sol=[] + while i < lnm: # pour chaque ligne + V=[0 for _ in range(len(y))] + k = max([(i-h+1)*w,0]) + dec = max([i-h+1,0]) + for j in xrange(min([i+1,h])): #nbre de blocks presents sur la ligne i + for l in xrange(w): # pour chaque collone de H_hat + V[k] = bin(H_hat[l],h)[h-i-1+j+dec] + k+=1 + + sol.append(np.dot(np.array(V),np.array(y))) + i+=1 + #H += [V] + #H = np.array(H) + #y = np.array(y) + #print "dot",np.dot(H,y),H.shape + #print "sol",sol + return sol#list(np.dot(H,y)) + +def equiv(x,y): + lx = len(x) + assert lx == len(y) + i=0 + while i < lx : + if x[i] % 2 != y[i]%2 : + return False + i += 1 + return True + + + + + + +def conversion(nombre, base, epsilon = 0.00001 ): + ''' Soit nombre écrit en base 10, le retourne en base base''' + if not 2 <= base <= 36: + raise ValueError, "La base doit être entre 2 et 36" + if not base == 2 and '.' in str(nombre): + raise ValueError, "La partie décimale n'est pas gérée pour les bases\ + différentes de 2." + # IMPROVE : Convertir aussi la partie décimale, quand la base n'est pas égale + # à 2. + abc = string.digits + string.letters + result = '' + if nombre < 0: + nombre = -nombre + sign = '-' + else: + sign = '' + if '.' in str(nombre): + entier,decimal = int(str(nombre).split('.')[0]),\ + float('.'+str(nombre).split('.')[1]) + else: + entier,decimal = int(str(nombre)),0 + while entier !=0 : + entier, rdigit = divmod( entier, base ) + result = abc[rdigit] + result + flotante, decimalBin = 1./float(base),'' + while flotante > epsilon : + if decimal >= flotante: + decimalBin+='1' + decimal-=flotante + else : + decimalBin+='0' + flotante = flotante/float(base) + if '1' in decimalBin : + reste = '.'+decimalBin + while reste[-1]=='0': + reste = reste[:-1] + else : + reste = '' + return sign + result + reste + + +def getBit(X,pos): + '''Récupère le bit en position pos de X. + Par exemple, getBit(8,1) = 0, puisque le bit le plus à droite de 8 = 1000 est 0. + On fera attention à ce que : + - on compte à partir du point, + - l'élément juste à gauche du point est en position 1, + - celui juste à droite est en position -1.''' + assert pos != 0 + entier = conversion(X,2) + if '.' in entier: + entier, decimal = entier.split('.') + if decimal == '0': + decimal = '' + else: + decimal = '' + if '-' in entier: + entier = entier.replace('-','') + entier = entier.zfill(abs(pos)) + decimal = (decimal+'0'*abs(pos))[:max(len(decimal),abs(pos))] + + return int(entier[len(entier)-pos]) if pos >0 else int(decimal[-pos-1]) + + +def setBit(X,pos,y): + '''Fixe le bit pos de X à la valeur y. + Le fonctionnement est similaire à getBit : + - on compte à partir du point, + - l'élément juste à gauche du point est en position 1, + - celui juste à droite est en position -1.''' + assert pos != 0 + entier = conversion(X,2) + if '.' in entier: + entier, decimal = entier.split('.') + else: + decimal = '' + entier = list(entier.zfill(abs(pos))) + decimal = list((decimal+'0'*abs(pos))[:max(len(decimal),abs(pos))]) + if pos>0: + entier[len(entier)-pos]=str(int(y)) + else: + decimal[-pos-1] = str(int(y)) + if decimal == []: + return int(''.join(entier),2) + else: + S=0 + for k in range(len(decimal)): + S += 1./2**(k+1)*int(decimal[k]) + return float(str(int(''.join(entier),2))+'.'+str(S).split('.')[1]) + + +def a2b(a): + ai = ord(a) + return ''.join('01'[(ai >> x) & 1] for x in xrange(7, -1, -1)) + + + +def a2b_list(L): + LL=[] + for i in L: + for j in list(a2b(i)): + LL.append(j) + return LL + + + +def toDecimal(x): + return sum(map(lambda z: int(x[z]) and 2**(len(x) - z - 1), + range(len(x)-1, -1, -1))) + +def conv_list_bit(L): + L2=[] + for j in range(len(L)/8): + L2.append(chr(toDecimal("".join(L[j*8:(j+1)*8])))) + return ''.join(L2) + +def Denary2Binary(n): + '''convert denary integer n to binary string bStr''' + bStr = '' + if n < 0: raise ValueError, "must be a positive integer" + if n == 0: return '0' + while n > 0: + bStr = str(n % 2) + bStr + n = n >> 1 + return bStr + + +def compute_filter_sobel(level,image): + level2=level.copy() + level2= array(level2.getdata()).flatten() + l=0 + for x in level2: + level2[l]=(x/2)*2 + l+=1 + level2_im=im.new('L',image.size) + level2_im.putdata(level2) + + cv_im = cv.CreateImageHeader(image.size, cv.IPL_DEPTH_8U, 1) + cv.SetData(cv_im, level2_im.tostring()) + dst16 = cv.CreateImage(cv.GetSize(cv_im), cv.IPL_DEPTH_16S, 1) + + laplace = cv.Sobel(cv_im, dst16,1, 1,7) + + dst8 = cv.CreateImage (cv.GetSize(cv_im), cv.IPL_DEPTH_8U, 1) + cv.ConvertScale(dst16,dst8) + processed=im.fromstring("L", cv.GetSize(dst8), dst8.tostring()) +# cv.ShowImage ('canny', dst8) +# cv.WaitKey() + + return processed + + + +def compute_list_bit_to_change(threshold,processed): + List=[] + nb=0 + l=0 + for i in processed: + if (processed[l]>=threshold): + #if nb%2==0: + List.append(l) + #nb+=1 + l+=1 + return List + + +def compute_filter_canny(level,image): + level2=level.copy() + level2= array(level2.getdata()).flatten() + l=0 + for x in level2: + level2[l]=(x/2)*2 + l+=1 + level2_im=im.new('L',image.size) + level2_im.putdata(level2) + level2_im=im.merge("RGB",(level2_im,level2_im,level2_im)) +# histo=level2_im.histogram() + mean=numpy.mean(level2) + std=numpy.std(level2) + + cv_im = cv.CreateImageHeader(image.size, cv.IPL_DEPTH_8U, 3) + cv.SetData(cv_im, level2_im.tostring()) + + yuv = cv.CreateImage(cv.GetSize(cv_im), 8, 3) + gray = cv.CreateImage(cv.GetSize(cv_im), 8, 1) + cv.CvtColor(cv_im, yuv, cv.CV_BGR2YCrCb) + cv.Split(yuv, gray, None, None, None) + #print 'mean',mean + #print 'std',std + + canny = cv.CreateImage(cv.GetSize(cv_im), 8, 1) + + List_bit_to_change=set([]) + Weight=[] + + + + cv.Canny(gray, canny, mean-1*std, mean+1*std,3) #avant 10 255 + processed=im.fromstring("L", cv.GetSize(canny), canny.tostring()) + processed= array(processed.getdata()).flatten() + List3=set(compute_list_bit_to_change(100,processed)) + + cv.Canny(gray, canny, mean-1*std, mean+1*std,5) #avant 10 255 + processed=im.fromstring("L", cv.GetSize(canny), canny.tostring()) + processed= array(processed.getdata()).flatten() + List5=set(compute_list_bit_to_change(100,processed)) + + cv.Canny(gray, canny, mean-1*std, mean+1*std,7) #avant 10 255 + processed=im.fromstring("L", cv.GetSize(canny), canny.tostring()) + processed= array(processed.getdata()).flatten() + List7=set(compute_list_bit_to_change(100,processed)) + + nb_bit_embedded=(512*512/10)+40 + AvailablePixel3=List3 + AvailablePixel5=AvailablePixel3.union(List5) + AvailablePixel7=AvailablePixel5.union(List7) + if len(AvailablePixel3)>nb_bit_embedded: + step=1 + WorkingPixel=AvailablePixel3 + elif len(AvailablePixel5)>nb_bit_embedded: + step=2 + WorkingPixel=AvailablePixel5 + elif len(AvailablePixel7)>nb_bit_embedded: + step=3 + WorkingPixel=AvailablePixel7 + else: + step=4 + WorkingPixel=range(len(level2)) + + print "avail P3",len(AvailablePixel3) + print "avail P5",len(AvailablePixel5) + print "avail P7",len(AvailablePixel7) + + print "size WorkingPixel",len(WorkingPixel) + Weight=[0 for _ in WorkingPixel] + + l=0 + for i in WorkingPixel: + if step>=1 and i in List3: + Weight[l]=1 + if step>=2 and i in List5 and Weight[l]==0: + Weight[l]=10 + if step>=3 and i in List7 and Weight[l]==0: + Weight[l]=100 + if step>=4 and Weight[l]==0: + Weight[l]=1000 + l+=1 + + + + + List_bit_to_change=WorkingPixel + + + + + + return [List_bit_to_change,Weight] + + + + + + + + + + + +def mystego(filein, fileout): + dd = im.open(filein) + dd = dd.convert('RGB') + red, green, blue = dd.split() + level=red.copy() + + [List_bit_to_change,Weight]=compute_filter_canny(level,dd) + level= array(level.getdata()).flatten() + + + bit_to_read=1 + + + + + M=18532395500947174450709383384936679868383424444311405679463280782405796233163977*39688644836832882526173831577536117815818454437810437210221644553381995813014959 + # M clef + X=18532395500947174450709383384936679868383424444311 + # X clef + + + + + l=0 + + + + message="Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete voila c'est la fin blablabla:-)" + message=message[0:len(message)/1] + leng_msg=len(message) + message=message+((leng_msg+7)/8*8-leng_msg)*" " + leng_msg=len(message) + + leng='%08d'%len(message) + + + + + len_leng=len(leng) + leng_error=int(len_leng) + leng_cor=leng + List_pack=a2b_list(leng_cor) + print len(str(M)) + + List_random=[] + while len(List_random)= 2 + index = min(int(alpha),9) + H_hat2 = { + 2 : [71,109], + 3 : [95, 101, 121], + 4 : [81, 95, 107, 121], + 5 : [75, 95, 97, 105, 117], + 6 : [73, 83, 95, 103, 109, 123], + 7 : [69, 77, 93, 107, 111, 115, 121], + 8 : [69, 79, 81, 89, 93, 99, 107, 119], + 9 : [69, 79, 81, 89, 93, 99, 107, 119, 125] + }[index] + + + print H_hat,H_hat2 + + + Stc_message2=[getBit(level2[l],bit_to_read) for l in List_bit_to_change] + LL1=list(List_bit_to_change); + LL2=list(List_bit_to_change2) + + print "Level",max([level2[l]-level[l] for l in xrange(len(Stc_message))]) + print "List bit to change",max([LL2[l]-LL1[l] for l in xrange(len(Stc_message))]) + print "Stc message", max([Stc_message[l]-Stc_message2[l] for l in xrange(len(Stc_message))]) + + Message2 = [x%2 for x in prod(H_hat2,len(Message),Stc_message2)] + level2=Message2 + +# print "mesg",Message +# print "mesg2",Message2 + + print equiv(Message,Message2) + + print "fini" + + l=0 + val_mod2=0 + list_msg=[] + decoded_msg="" + + MessageDecoded2=[(int(Message2[l])^int(List_random[l])) for l in xrange(len(Message2))] +# print conv_list_bit(''.join([`MessageDecoded2[i]` for i in xrange(leng_error*8)])) +# print int(conv_list_bit(''.join([`MessageDecoded2[i]` for i in xrange(leng_error*8)]))) + + print conv_list_bit(''.join([`MessageDecoded2[i]` for i in xrange(len(Message2))])) + + + + + + +# for l in List_bit_to_change2: +# if(val_mod2=leng_error*8 and val_mod2= 1 + index = min(int(alpha),9) + mat = { + 1 : [127], + 2 : [71,109], + 3 : [95, 101, 121], + 4 : [81, 95, 107, 121], + 5 : [75, 95, 97, 105, 117], + 6 : [73, 83, 95, 103, 109, 123], + 7 : [69, 77, 93, 107, 111, 115, 121], + 8 : [69, 79, 81, 89, 93, 99, 107, 119], + 9 : [69, 79, 81, 89, 93, 99, 107, 119, 125] + }[index] + return(mat, index*m) + + +def stc(x,rho,message): + lnm = len(message) + (mat,taille_suff) = trouve_H_hat(len(x),len(message),7) + x_b = x[:taille_suff] + (start,path) = forward(mat,x_b,message,lnm,rho) + return (x_b,backward(start,mat,x_b,message,lnm,path),mat) + + + + + +def nbdif(x,y): + r,it = 0,0 + l = len(y) + while it < l : + if x[it] != y[it] : + r +=1 + it += 1 + return float(r)/l + + + + + + +def prod(H_hat,lnm,y): + (h,w) = int(log(max(H_hat),2))+1, len(H_hat) + i=0 + H =[] + V=[0 for _ in range(len(y))] + sol=[] + while i < lnm: # pour chaque ligne + V=[0 for _ in range(len(y))] + k = max([(i-h+1)*w,0]) + dec = max([i-h+1,0]) + for j in xrange(min([i+1,h])): #nbre de blocks presents sur la ligne i + for l in xrange(w): # pour chaque collone de H_hat + V[k] = bin(H_hat[l],h)[h-i-1+j+dec] + k+=1 + + sol.append(np.dot(np.array(V),np.array(y))) + i+=1 + #H += [V] + #H = np.array(H) + #y = np.array(y) + #print "dot",np.dot(H,y),H.shape + #print "sol",sol + return sol#list(np.dot(H,y)) + +def equiv(x,y): + lx = len(x) + assert lx == len(y) + i=0 + while i < lx : + if x[i] % 2 != y[i]%2 : + return False + i += 1 + return True + + + + + + +def conversion(nombre, base, epsilon = 0.00001 ): + ''' Soit nombre écrit en base 10, le retourne en base base''' + if not 2 <= base <= 36: + raise ValueError, "La base doit être entre 2 et 36" + if not base == 2 and '.' in str(nombre): + raise ValueError, "La partie décimale n'est pas gérée pour les bases\ + différentes de 2." + # IMPROVE : Convertir aussi la partie décimale, quand la base n'est pas égale + # à 2. + abc = string.digits + string.letters + result = '' + if nombre < 0: + nombre = -nombre + sign = '-' + else: + sign = '' + if '.' in str(nombre): + entier,decimal = int(str(nombre).split('.')[0]),\ + float('.'+str(nombre).split('.')[1]) + else: + entier,decimal = int(str(nombre)),0 + while entier !=0 : + entier, rdigit = divmod( entier, base ) + result = abc[rdigit] + result + flotante, decimalBin = 1./float(base),'' + while flotante > epsilon : + if decimal >= flotante: + decimalBin+='1' + decimal-=flotante + else : + decimalBin+='0' + flotante = flotante/float(base) + if '1' in decimalBin : + reste = '.'+decimalBin + while reste[-1]=='0': + reste = reste[:-1] + else : + reste = '' + return sign + result + reste + + +def getBit(X,pos): + '''Récupère le bit en position pos de X. + Par exemple, getBit(8,1) = 0, puisque le bit le plus à droite de 8 = 1000 est 0. + On fera attention à ce que : + - on compte à partir du point, + - l'élément juste à gauche du point est en position 1, + - celui juste à droite est en position -1.''' + assert pos != 0 + entier = conversion(X,2) + if '.' in entier: + entier, decimal = entier.split('.') + if decimal == '0': + decimal = '' + else: + decimal = '' + if '-' in entier: + entier = entier.replace('-','') + entier = entier.zfill(abs(pos)) + decimal = (decimal+'0'*abs(pos))[:max(len(decimal),abs(pos))] + + return int(entier[len(entier)-pos]) if pos >0 else int(decimal[-pos-1]) + + +def setBit(X,pos,y): + '''Fixe le bit pos de X à la valeur y. + Le fonctionnement est similaire à getBit : + - on compte à partir du point, + - l'élément juste à gauche du point est en position 1, + - celui juste à droite est en position -1.''' + assert pos != 0 + entier = conversion(X,2) + if '.' in entier: + entier, decimal = entier.split('.') + else: + decimal = '' + entier = list(entier.zfill(abs(pos))) + decimal = list((decimal+'0'*abs(pos))[:max(len(decimal),abs(pos))]) + if pos>0: + entier[len(entier)-pos]=str(int(y)) + else: + decimal[-pos-1] = str(int(y)) + if decimal == []: + return int(''.join(entier),2) + else: + S=0 + for k in range(len(decimal)): + S += 1./2**(k+1)*int(decimal[k]) + return float(str(int(''.join(entier),2))+'.'+str(S).split('.')[1]) + + +def a2b(a): + ai = ord(a) + return ''.join('01'[(ai >> x) & 1] for x in xrange(7, -1, -1)) + + + +def a2b_list(L): + LL=[] + for i in L: + for j in list(a2b(i)): + LL.append(j) + return LL + + + +def toDecimal(x): + return sum(map(lambda z: int(x[z]) and 2**(len(x) - z - 1), + range(len(x)-1, -1, -1))) + +def conv_list_bit(L): + L2=[] + for j in range(len(L)/8): + L2.append(chr(toDecimal("".join(L[j*8:(j+1)*8])))) + return ''.join(L2) + +def Denary2Binary(n): + '''convert denary integer n to binary string bStr''' + bStr = '' + if n < 0: raise ValueError, "must be a positive integer" + if n == 0: return '0' + while n > 0: + bStr = str(n % 2) + bStr + n = n >> 1 + return bStr + + +def compute_filter_sobel(level,image): + level2=level.copy() + level2= array(level2.getdata()).flatten() + l=0 + for x in level2: + level2[l]=(x/2)*2 + l+=1 + level2_im=im.new('L',image.size) + level2_im.putdata(level2) + + cv_im = cv.CreateImageHeader(image.size, cv.IPL_DEPTH_8U, 1) + cv.SetData(cv_im, level2_im.tostring()) + dst16 = cv.CreateImage(cv.GetSize(cv_im), cv.IPL_DEPTH_16S, 1) + + laplace = cv.Sobel(cv_im, dst16,1, 1,7) + + dst8 = cv.CreateImage (cv.GetSize(cv_im), cv.IPL_DEPTH_8U, 1) + cv.ConvertScale(dst16,dst8) + processed=im.fromstring("L", cv.GetSize(dst8), dst8.tostring()) +# cv.ShowImage ('canny', dst8) +# cv.WaitKey() + + return processed + + + +def compute_list_bit_to_change(threshold,processed): + List=[] + nb=0 + l=0 + for i in processed: + if (processed[l]>=threshold): + #if nb%2==0: + List.append(l) + #nb+=1 + l+=1 + return List + + +def compute_filter_canny(level,image): + level2=level.copy() + level2= array(level2.getdata()).flatten() + l=0 + for x in level2: + level2[l]=(x/2)*2 + l+=1 + level2_im=im.new('L',image.size) + level2_im.putdata(level2) + level2_im=im.merge("RGB",(level2_im,level2_im,level2_im)) +# histo=level2_im.histogram() + mean=numpy.mean(level2) + std=numpy.std(level2) + + cv_im = cv.CreateImageHeader(image.size, cv.IPL_DEPTH_8U, 3) + cv.SetData(cv_im, level2_im.tostring()) + + yuv = cv.CreateImage(cv.GetSize(cv_im), 8, 3) + gray = cv.CreateImage(cv.GetSize(cv_im), 8, 1) + cv.CvtColor(cv_im, yuv, cv.CV_BGR2YCrCb) + cv.Split(yuv, gray, None, None, None) + #print 'mean',mean + #print 'std',std + + canny = cv.CreateImage(cv.GetSize(cv_im), 8, 1) + + List_bit_to_change=set([]) + Weight=[] + + + + cv.Canny(gray, canny, mean-1*std, mean+1*std,3) #avant 10 255 + processed=im.fromstring("L", cv.GetSize(canny), canny.tostring()) + processed= array(processed.getdata()).flatten() + List3=set(compute_list_bit_to_change(100,processed)) + + cv.Canny(gray, canny, mean-1*std, mean+1*std,5) #avant 10 255 + processed=im.fromstring("L", cv.GetSize(canny), canny.tostring()) + processed= array(processed.getdata()).flatten() + List5=set(compute_list_bit_to_change(100,processed)) + + cv.Canny(gray, canny, mean-1*std, mean+1*std,7) #avant 10 255 + processed=im.fromstring("L", cv.GetSize(canny), canny.tostring()) + processed= array(processed.getdata()).flatten() + List7=set(compute_list_bit_to_change(100,processed)) + + nb_bit_embedded=(512*512/10)+40 + AvailablePixel3=List3 + AvailablePixel5=AvailablePixel3.union(List5) + AvailablePixel7=AvailablePixel5.union(List7) + if len(AvailablePixel3)>nb_bit_embedded: + step=1 + WorkingPixel=AvailablePixel3 + elif len(AvailablePixel5)>nb_bit_embedded: + step=2 + WorkingPixel=AvailablePixel5 + elif len(AvailablePixel7)>nb_bit_embedded: + step=3 + WorkingPixel=AvailablePixel7 + else: + step=4 + WorkingPixel=range(len(level2)) + + print "avail P3",len(AvailablePixel3) + print "avail P5",len(AvailablePixel5) + print "avail P7",len(AvailablePixel7) + + print "size WorkingPixel",len(WorkingPixel) + Weight=[0 for _ in WorkingPixel] + + l=0 + for i in WorkingPixel: + if step>=1 and i in List3: + Weight[l]=1 + if step>=2 and i in List5 and Weight[l]==0: + Weight[l]=10 + if step>=3 and i in List7 and Weight[l]==0: + Weight[l]=100 + if step>=4 and Weight[l]==0: + Weight[l]=1000 + l+=1 + + + + + List_bit_to_change=WorkingPixel + + + + + + return [List_bit_to_change,Weight] + + + + + + + + + + + +def mystego(filein, fileout): + dd = im.open(filein) + dd = dd.convert('RGB') + red, green, blue = dd.split() + level=red.copy() + + [List_bit_to_change,Weight]=compute_filter_canny(level,dd) + level= array(level.getdata()).flatten() + + + bit_to_read=1 + + + + + M=18532395500947174450709383384936679868383424444311405679463280782405796233163977*39688644836832882526173831577536117815818454437810437210221644553381995813014959 + X=18532395500947174450709383384936679868383424444311 + + + + + + l=0 + + + + message="Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete Ce que j'écris est très original... Bref, je suis un poete Salut christophe, arrives tu à lire ce message? normalement tu dois lire cela. Bon voici un test avec un message un peu plus long. Bon j'en rajoute pour voir. Ce que j'écris est très original... Bref, je suis un poete voila c'est la fin blablabla:-)" + message=message[0:len(message)/1] + leng_msg=len(message) + message=message+((leng_msg+7)/8*8-leng_msg)*" " + leng_msg=len(message) + + leng='%08d'%len(message) + + + + + len_leng=len(leng) + leng_error=int(len_leng) + leng_cor=leng + List_pack=a2b_list(leng_cor) + + List_random=[] + while len(List_random)= 2 +# index = min(int(alpha),9) +# H_hat2 = { +# 2 : [71,109], +# 3 : [95, 101, 121], +# 4 : [81, 95, 107, 121], +# 5 : [75, 95, 97, 105, 117], +# 6 : [73, 83, 95, 103, 109, 123], +# 7 : [69, 77, 93, 107, 111, 115, 121], +# 8 : [69, 79, 81, 89, 93, 99, 107, 119], +# 9 : [69, 79, 81, 89, 93, 99, 107, 119, 125] +# }[index] + + +# print H_hat,H_hat2 + + +# Stc_message2=[getBit(level2[l],bit_to_read) for l in List_bit_to_change] +# LL1=list(List_bit_to_change); +# LL2=list(List_bit_to_change2) + +# print "Level",max([level2[l]-level[l] for l in xrange(len(Stc_message))]) +# print "List bit to change",max([LL2[l]-LL1[l] for l in xrange(len(Stc_message))]) +# print "Stc message", max([Stc_message[l]-Stc_message2[l] for l in xrange(len(Stc_message))]) + +# Message2 = [x%2 for x in prod(H_hat2,len(Message),Stc_message2)] +# level2=Message2 + +# # print "mesg",Message +# # print "mesg2",Message2 + +# print equiv(Message,Message2) + +# print "fini" + +# l=0 +# val_mod2=0 +# list_msg=[] +# decoded_msg="" + +# MessageDecoded2=[(int(Message2[l])^int(List_random[l])) for l in xrange(len(Message2))] +# # print conv_list_bit(''.join([`MessageDecoded2[i]` for i in xrange(leng_error*8)])) +# # print int(conv_list_bit(''.join([`MessageDecoded2[i]` for i in xrange(leng_error*8)]))) + +# print conv_list_bit(''.join([`MessageDecoded2[i]` for i in xrange(len(Message2))])) + + + + + + +# # for l in List_bit_to_change2: +# # if(val_mod2=leng_error*8 and val_mod2PfE`@hchV}@rx&(5{i-s@g_=9+tvD~O2EGcm9tlfQlw9QH0IAvrB8uc)lDrlGmL zyMJhGYVOeCIBMSajKIdf+RK6*tpH9A&L+tG{K$?@4kjQQMDvBqyE~tiJ4N2mAShD< 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