X-Git-Url: https://git.njae.me.uk/?a=blobdiff_plain;f=cipherbreak.py;h=3639da5c68c1d32621b73129c9495a91ae73539c;hb=c27359845106e917cb86d50c04bb9466d6610077;hp=5e5956a300f66917ef072d0e9a8216c43163d2ad;hpb=1f41381fedf8f2177de235687e45d7d82e3d099b;p=cipher-training.git diff --git a/cipherbreak.py b/cipherbreak.py index 5e5956a..3639da5 100644 --- a/cipherbreak.py +++ b/cipherbreak.py @@ -2,7 +2,8 @@ import string import collections import norms import logging -from itertools import zip_longest, cycle, permutations +import random +from itertools import zip_longest, cycle, permutations, starmap from segment import segment from multiprocessing import Pool from math import log10 @@ -36,22 +37,22 @@ def frequencies(text): [('a', 2), ('b', 2), ('c', 2), ('d', 1), ('e', 1), ('f', 1)] >>> sorted(frequencies('the quick brown fox jumped over the lazy ' \ 'dog').items()) # doctest: +NORMALIZE_WHITESPACE - [(' ', 8), ('a', 1), ('b', 1), ('c', 1), ('d', 2), ('e', 4), ('f', 1), - ('g', 1), ('h', 2), ('i', 1), ('j', 1), ('k', 1), ('l', 1), ('m', 1), - ('n', 1), ('o', 4), ('p', 1), ('q', 1), ('r', 2), ('t', 2), ('u', 2), + [(' ', 8), ('a', 1), ('b', 1), ('c', 1), ('d', 2), ('e', 4), ('f', 1), + ('g', 1), ('h', 2), ('i', 1), ('j', 1), ('k', 1), ('l', 1), ('m', 1), + ('n', 1), ('o', 4), ('p', 1), ('q', 1), ('r', 2), ('t', 2), ('u', 2), ('v', 1), ('w', 1), ('x', 1), ('y', 1), ('z', 1)] >>> sorted(frequencies('The Quick BROWN fox jumped! over... the ' \ '(9lazy) DOG').items()) # doctest: +NORMALIZE_WHITESPACE - [(' ', 8), ('!', 1), ('(', 1), (')', 1), ('.', 3), ('9', 1), ('B', 1), - ('D', 1), ('G', 1), ('N', 1), ('O', 2), ('Q', 1), ('R', 1), ('T', 1), - ('W', 1), ('a', 1), ('c', 1), ('d', 1), ('e', 4), ('f', 1), ('h', 2), - ('i', 1), ('j', 1), ('k', 1), ('l', 1), ('m', 1), ('o', 2), ('p', 1), + [(' ', 8), ('!', 1), ('(', 1), (')', 1), ('.', 3), ('9', 1), ('B', 1), + ('D', 1), ('G', 1), ('N', 1), ('O', 2), ('Q', 1), ('R', 1), ('T', 1), + ('W', 1), ('a', 1), ('c', 1), ('d', 1), ('e', 4), ('f', 1), ('h', 2), + ('i', 1), ('j', 1), ('k', 1), ('l', 1), ('m', 1), ('o', 2), ('p', 1), ('r', 1), ('t', 1), ('u', 2), ('v', 1), ('x', 1), ('y', 1), ('z', 1)] - >>> sorted(frequencies(sanitise('The Quick BROWN fox jumped! over... ' \ + >>> sorted(frequencies(sanitise('The Quick BROWN fox jumped! over... '\ 'the (9lazy) DOG')).items()) # doctest: +NORMALIZE_WHITESPACE - [('a', 1), ('b', 1), ('c', 1), ('d', 2), ('e', 4), ('f', 1), ('g', 1), - ('h', 2), ('i', 1), ('j', 1), ('k', 1), ('l', 1), ('m', 1), ('n', 1), - ('o', 4), ('p', 1), ('q', 1), ('r', 2), ('t', 2), ('u', 2), ('v', 1), + [('a', 1), ('b', 1), ('c', 1), ('d', 2), ('e', 4), ('f', 1), ('g', 1), + ('h', 2), ('i', 1), ('j', 1), ('k', 1), ('l', 1), ('m', 1), ('n', 1), + ('o', 4), ('p', 1), ('q', 1), ('r', 2), ('t', 2), ('u', 2), ('v', 1), ('w', 1), ('x', 1), ('y', 1), ('z', 1)] >>> frequencies('abcdefabcdef')['x'] 0 @@ -61,7 +62,7 @@ def frequencies(text): def caesar_break(message, fitness=Pletters): """Breaks a Caesar cipher using frequency analysis - + >>> caesar_break('ibxcsyorsaqcheyklxivoexlevmrimwxsfiqevvmihrsasrxliwyrh' \ 'ecjsppsamrkwleppfmergefifvmhixscsymjcsyqeoixlm') # doctest: +ELLIPSIS (4, -130.849989015...) @@ -79,7 +80,8 @@ def caesar_break(message, fitness=Pletters): plaintext = caesar_decipher(sanitised_message, shift) fit = fitness(plaintext) logger.debug('Caesar break attempt using key {0} gives fit of {1} ' - 'and decrypt starting: {2}'.format(shift, fit, plaintext[:50])) + 'and decrypt starting: {2}'.format(shift, fit, + plaintext[:50])) if fit > best_fit: best_fit = fit best_shift = shift @@ -90,7 +92,7 @@ def caesar_break(message, fitness=Pletters): def affine_break(message, fitness=Pletters): """Breaks an affine cipher using frequency analysis - + >>> affine_break('lmyfu bkuusd dyfaxw claol psfaom jfasd snsfg jfaoe ls ' \ 'omytd jlaxe mh jm bfmibj umis hfsul axubafkjamx. ls kffkxwsd jls ' \ 'ofgbjmwfkiu olfmxmtmwaokttg jlsx ls kffkxwsd jlsi zg tsxwjl. jlsx ' \ @@ -119,10 +121,10 @@ def affine_break(message, fitness=Pletters): best_multiplier = multiplier best_adder = adder best_one_based = one_based - logger.info('Affine break best fit with key {0}x+{1} ({2}) gives fit of {3} ' - 'and decrypt starting: {4}'.format( - best_multiplier, best_adder, best_one_based, best_fit, - affine_decipher(sanitised_message, best_multiplier, + logger.info('Affine break best fit with key {0}x+{1} ({2}) gives fit of ' + '{3} and decrypt starting: {4}'.format( + best_multiplier, best_adder, best_one_based, best_fit, + affine_decipher(sanitised_message, best_multiplier, best_adder, best_one_based)[:50])) return (best_multiplier, best_adder, best_one_based), best_fit @@ -144,16 +146,16 @@ def keyword_break(message, wordlist=keywords, fitness=Pletters): fit = fitness(plaintext) logger.debug('Keyword break attempt using key {0} (wrap={1}) ' 'gives fit of {2} and decrypt starting: {3}'.format( - keyword, wrap_alphabet, fit, + keyword, wrap_alphabet, fit, sanitise(plaintext)[:50])) if fit > best_fit: best_fit = fit best_keyword = keyword best_wrap_alphabet = wrap_alphabet logger.info('Keyword break best fit with key {0} (wrap={1}) gives fit of ' - '{2} and decrypt starting: {3}'.format(best_keyword, + '{2} and decrypt starting: {3}'.format(best_keyword, best_wrap_alphabet, best_fit, sanitise( - keyword_decipher(message, best_keyword, + keyword_decipher(message, best_keyword, best_wrap_alphabet))[:50])) return (best_keyword, best_wrap_alphabet), best_fit @@ -167,12 +169,12 @@ def keyword_break_mp(message, wordlist=keywords, fitness=Pletters, chunksize=500 (('elephant', ), -52.834575011...) """ with Pool() as pool: - helper_args = [(message, word, wrap, fitness) - for word in wordlist + helper_args = [(message, word, wrap, fitness) + for word in wordlist for wrap in Keyword_wrap_alphabet] - # Gotcha: the helper function here needs to be defined at the top level + # Gotcha: the helper function here needs to be defined at the top level # (limitation of Pool.starmap) - breaks = pool.starmap(keyword_break_worker, helper_args, chunksize) + breaks = pool.starmap(keyword_break_worker, helper_args, chunksize) return max(breaks, key=lambda k: k[1]) def keyword_break_worker(message, keyword, wrap_alphabet, fitness): @@ -183,30 +185,50 @@ def keyword_break_worker(message, keyword, wrap_alphabet, fitness): wrap_alphabet, fit, sanitise(plaintext)[:50])) return (keyword, wrap_alphabet), fit -def scytale_break(message, fitness=Pbigrams): - """Breaks a Scytale cipher - - >>> scytale_break('tfeulchtrtteehwahsdehneoifeayfsondmwpltmaoalhikotoere' \ - 'dcweatehiplwxsnhooacgorrcrcraotohsgullasenylrendaianeplscdriioto' \ - 'aek') # doctest: +ELLIPSIS - (6, -281.276219108...) - """ - best_key = 0 - best_fit = float("-inf") - for key in range(1, 20): - if len(message) % key == 0: - plaintext = scytale_decipher(message, key) - fit = fitness(sanitise(plaintext)) - logger.debug('Scytale break attempt using key {0} gives fit of ' - '{1} and decrypt starting: {2}'.format(key, - fit, sanitise(plaintext)[:50])) - if fit > best_fit: - best_fit = fit - best_key = key - logger.info('Scytale break best fit with key {0} gives fit of {1} and ' - 'decrypt starting: {2}'.format(best_key, best_fit, - sanitise(scytale_decipher(message, best_key))[:50])) - return best_key, best_fit +def monoalphabetic_break_hillclimbing(message, max_iterations = 10000000, + fitness=Pletters): + ciphertext = unaccent(message).lower() + alphabet = list(string.ascii_lowercase) + random.shuffle(alphabet) + alphabet = ''.join(alphabet) + return monoalphabetic_break_hillclimbing_worker(ciphertext, alphabet, + max_iterations, fitness) + +def monoalphabetic_break_hillclimbing_mp(message, workers=10, + max_iterations = 10000000, fitness=Pletters, chunksize=1): + worker_args = [] + ciphertext = unaccent(message).lower() + for i in range(workers): + alphabet = list(string.ascii_lowercase) + random.shuffle(alphabet) + alphabet = ''.join(alphabet) + worker_args.append((ciphertext, alphabet, max_iterations, fitness)) + with Pool() as pool: + breaks = pool.starmap(monoalphabetic_break_hillclimbing_worker, + worker_args, chunksize) + return max(breaks, key=lambda k: k[1]) + +def monoalphabetic_break_hillclimbing_worker(message, alphabet, + max_iterations, fitness): + def swap(letters, i, j): + if i > j: + i, j = j, i + if i == j: + return letters + else: + return letters[:i] + letters[j] + letters[i+1:j] + + letters[i] + letters[j+1:] + best_alphabet = alphabet + best_fitness = float('-inf') + for i in range(max_iterations): + alphabet = swap(alphabet, random.randrange(26), random.randrange(26)) + cipher_translation = ''.maketrans(string.ascii_lowercase, alphabet) + plaintext = message.translate(cipher_translation) + if fitness(plaintext) > best_fitness: + best_fitness = fitness(plaintext) + best_alphabet = alphabet + print(i, best_alphabet, best_fitness, plaintext) + return best_alphabet, best_fitness def column_transposition_break_mp(message, translist=transpositions, @@ -265,33 +287,44 @@ def column_transposition_break_worker(message, transposition, return (transposition, fillcolumnwise, emptycolumnwise), fit +def scytale_break_mp(message, max_key_length=20, + fitness=Pbigrams, chunksize=500): + """Breaks a scytale cipher using a range of lengths and + n-gram frequency analysis -def vigenere_keyword_break(message, wordlist=keywords, fitness=Pletters): - """Breaks a vigenere cipher using a dictionary and - frequency analysis - - >>> vigenere_keyword_break(vigenere_encipher(sanitise('this is a test ' \ - 'message for the vigenere decipherment'), 'cat'), \ - wordlist=['cat', 'elephant', 'kangaroo']) # doctest: +ELLIPSIS - ('cat', -52.947271216...) + >>> scytale_break_mp(scytale_encipher(sanitise( \ + "It is a truth universally acknowledged, that a single man in \ + possession of a good fortune, must be in want of a wife. However \ + little known the feelings or views of such a man may be on his \ + first entering a neighbourhood, this truth is so well fixed in the \ + minds of the surrounding families, that he is considered the \ + rightful property of some one or other of their daughters."), \ + 5)) # doctest: +ELLIPSIS + (5, -709.4646722...) + >>> scytale_break_mp(scytale_encipher(sanitise( \ + "It is a truth universally acknowledged, that a single man in \ + possession of a good fortune, must be in want of a wife. However \ + little known the feelings or views of such a man may be on his \ + first entering a neighbourhood, this truth is so well fixed in the \ + minds of the surrounding families, that he is considered the \ + rightful property of some one or other of their daughters."), \ + 5), \ + fitness=Ptrigrams) # doctest: +ELLIPSIS + (5, -997.0129085...) """ - best_keyword = '' - best_fit = float("-inf") - for keyword in wordlist: - plaintext = vigenere_decipher(message, keyword) - fit = fitness(plaintext) - logger.debug('Vigenere break attempt using key {0} ' - 'gives fit of {1} and decrypt starting: {2}'.format( - keyword, fit, - sanitise(plaintext)[:50])) - if fit > best_fit: - best_fit = fit - best_keyword = keyword - logger.info('Vigenere break best fit with key {0} gives fit ' - 'of {1} and decrypt starting: {2}'.format(best_keyword, - best_fit, sanitise( - vigenere_decipher(message, best_keyword))[:50])) - return best_keyword, best_fit + with Pool() as pool: + helper_args = [(message, trans, False, True, fitness) + for trans in + [[col for col in range(math.ceil(len(message)/rows))] + for rows in range(1,max_key_length+1)]] + # Gotcha: the helper function here needs to be defined at the top level + # (limitation of Pool.starmap) + breaks = pool.starmap(column_transposition_break_worker, + helper_args, chunksize) + best = max(breaks, key=lambda k: k[1]) + return math.trunc(len(message) / len(best[0][0])), best[1] +scytale_break = scytale_break_mp + def vigenere_keyword_break_mp(message, wordlist=keywords, fitness=Pletters, chunksize=500): @@ -310,6 +343,7 @@ def vigenere_keyword_break_mp(message, wordlist=keywords, fitness=Pletters, # (limitation of Pool.starmap) breaks = pool.starmap(vigenere_keyword_break_worker, helper_args, chunksize) return max(breaks, key=lambda k: k[1]) +vigenere_keyword_break = vigenere_keyword_break_mp def vigenere_keyword_break_worker(message, keyword, fitness): plaintext = vigenere_decipher(message, keyword) @@ -321,7 +355,7 @@ def vigenere_keyword_break_worker(message, keyword, fitness): -def vigenere_frequency_break(message, fitness=Pletters): +def vigenere_frequency_break(message, max_key_length=20, fitness=Pletters): """Breaks a Vigenere cipher with frequency analysis >>> vigenere_frequency_break(vigenere_encipher(sanitise("It is time to " \ @@ -333,26 +367,19 @@ def vigenere_frequency_break(message, fitness=Pletters): "sure"), 'florence')) # doctest: +ELLIPSIS ('florence', -307.5473096791...) """ - best_fit = float("-inf") - best_key = '' - sanitised_message = sanitise(message) - for trial_length in range(1, 20): - splits = every_nth(sanitised_message, trial_length) + def worker(message, key_length, fitness): + splits = every_nth(sanitised_message, key_length) key = ''.join([chr(caesar_break(s)[0] + ord('a')) for s in splits]) - plaintext = vigenere_decipher(sanitised_message, key) + plaintext = vigenere_decipher(message, key) fit = fitness(plaintext) - logger.debug('Vigenere key length of {0} ({1}) gives fit of {2}'. - format(trial_length, key, fit)) - if fit > best_fit: - best_fit = fit - best_key = key - logger.info('Vigenere break best fit with key {0} gives fit ' - 'of {1} and decrypt starting: {2}'.format(best_key, - best_fit, sanitise( - vigenere_decipher(message, best_key))[:50])) - return best_key, best_fit - -def beaufort_frequency_break(message, fitness=Pletters): + return key, fit + sanitised_message = sanitise(message) + results = starmap(worker, [(sanitised_message, i, fitness) + for i in range(1, max_key_length+1)]) + return max(results, key=lambda k: k[1]) + + +def beaufort_frequency_break(message, max_key_length=20, fitness=Pletters): """Breaks a Beaufort cipher with frequency analysis >>> beaufort_frequency_break(beaufort_encipher(sanitise("It is time to " \ @@ -364,25 +391,44 @@ def beaufort_frequency_break(message, fitness=Pletters): "that he is sure"), 'florence')) # doctest: +ELLIPSIS ('florence', -307.5473096791...) """ - best_fit = float("-inf") - best_key = '' - sanitised_message = sanitise(message) - for trial_length in range(1, 20): - splits = every_nth(sanitised_message, trial_length) + def worker(message, key_length, fitness): + splits = every_nth(sanitised_message, key_length) key = ''.join([chr(-caesar_break(s)[0] % 26 + ord('a')) for s in splits]) - plaintext = beaufort_decipher(sanitised_message, key) + plaintext = beaufort_decipher(message, key) fit = fitness(plaintext) - logger.debug('Beaufort key length of {0} ({1}) gives fit of {2}'. - format(trial_length, key, fit)) - if fit > best_fit: - best_fit = fit - best_key = key - logger.info('Beaufort break best fit with key {0} gives fit ' - 'of {1} and decrypt starting: {2}'.format(best_key, - best_fit, sanitise( - beaufort_decipher(message, best_key))[:50])) - return best_key, best_fit - + return key, fit + sanitised_message = sanitise(message) + results = starmap(worker, [(sanitised_message, i, fitness) + for i in range(1, max_key_length+1)]) + return max(results, key=lambda k: k[1]) + + +def pocket_enigma_break_by_crib(message, wheel_spec, crib, crib_position): + """Break a pocket enigma using a crib (some plaintext that's expected to + be in a certain position). Returns a list of possible starting wheel + positions that could produce the crib. + + >>> pocket_enigma_break_by_crib('kzpjlzmoga', 1, 'h', 0) + ['a', 'f', 'q'] + >>> pocket_enigma_break_by_crib('kzpjlzmoga', 1, 'he', 0) + ['a'] + >>> pocket_enigma_break_by_crib('kzpjlzmoga', 1, 'll', 2) + ['a'] + >>> pocket_enigma_break_by_crib('kzpjlzmoga', 1, 'l', 2) + ['a'] + >>> pocket_enigma_break_by_crib('kzpjlzmoga', 1, 'l', 3) + ['a', 'j', 'n'] + >>> pocket_enigma_break_by_crib('aaaaa', 1, 'l', 3) + [] + """ + pe = PocketEnigma(wheel=wheel_spec) + possible_positions = [] + for p in string.ascii_lowercase: + pe.set_position(p) + plaintext = pe.decipher(message) + if plaintext[crib_position:crib_position+len(crib)] == crib: + possible_positions += [p] + return possible_positions def plot_frequency_histogram(freqs, sort_key=None): @@ -399,4 +445,3 @@ def plot_frequency_histogram(freqs, sort_key=None): if __name__ == "__main__": import doctest doctest.testmod() -