X-Git-Url: https://git.njae.me.uk/?a=blobdiff_plain;f=cipherbreak.py;h=3639da5c68c1d32621b73129c9495a91ae73539c;hb=c27359845106e917cb86d50c04bb9466d6610077;hp=e89407c730ccdf721ea2247eaa1d9ec62e479e9e;hpb=28df06c3963f7d4864979495af001d949a9610cb;p=cipher-training.git diff --git a/cipherbreak.py b/cipherbreak.py index e89407c..3639da5 100644 --- a/cipherbreak.py +++ b/cipherbreak.py @@ -2,6 +2,7 @@ import string import collections import norms import logging +import random from itertools import zip_longest, cycle, permutations, starmap from segment import segment from multiprocessing import Pool @@ -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): @@ -183,6 +185,51 @@ def keyword_break_worker(message, keyword, wrap_alphabet, fitness): wrap_alphabet, fit, sanitise(plaintext)[:50])) return (keyword, wrap_alphabet), 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, fitness=Pbigrams, chunksize=500): @@ -356,6 +403,34 @@ def beaufort_frequency_break(message, max_key_length=20, fitness=Pletters): 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): x = range(len(freqs.keys())) y = [freqs[l] for l in sorted(freqs.keys(), key=sort_key)] @@ -370,4 +445,3 @@ def plot_frequency_histogram(freqs, sort_key=None): if __name__ == "__main__": import doctest doctest.testmod() -