1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535
|
from itertools import groupby
import pkg_resources
import re
try:
import simplejson as json
json # silences pyflakes :<
except ImportError:
import json
GRAPHS = {}
DICTIONARY_MATCHERS = []
def translate(string, chr_map):
out = ''
for char in string:
out += chr_map[char] if char in chr_map else char
return out
#-------------------------------------------------------------------------------
# dictionary match (common passwords, english, last names, etc) ----------------
#-------------------------------------------------------------------------------
def dictionary_match(password, ranked_dict):
result = []
length = len(password)
pw_lower = password.lower()
for i in xrange(0, length):
for j in xrange(i, length):
word = pw_lower[i:j+1]
if word in ranked_dict:
rank = ranked_dict[word]
result.append( {'pattern':'dictionary',
'i' : i,
'j' : j,
'token' : password[i:j+1],
'matched_word' : word,
'rank': rank,
})
return result
def _build_dict_matcher(dict_name, ranked_dict):
def func(password):
matches = dictionary_match(password, ranked_dict)
for match in matches:
match['dictionary_name'] = dict_name
return matches
return func
def _build_ranked_dict(unranked_list):
result = {}
i = 1
for word in unranked_list:
result[word] = i
i += 1
return result
def _load_frequency_lists():
data = pkg_resources.resource_string(__name__, 'generated/frequency_lists.json')
dicts = json.loads(data)
for name, wordlist in dicts.items():
DICTIONARY_MATCHERS.append(_build_dict_matcher(name, _build_ranked_dict(wordlist)))
def _load_adjacency_graphs():
global GRAPHS
data = pkg_resources.resource_string(__name__, 'generated/adjacency_graphs.json')
GRAPHS = json.loads(data)
# on qwerty, 'g' has degree 6, being adjacent to 'ftyhbv'. '\' has degree 1.
# this calculates the average over all keys.
def _calc_average_degree(graph):
average = 0.0
for neighbors in graph.values():
average += len([n for n in neighbors if n is not None])
average /= len(graph)
return average
_load_frequency_lists()
_load_adjacency_graphs()
KEYBOARD_AVERAGE_DEGREE = _calc_average_degree(GRAPHS[u'qwerty'])
# slightly different for keypad/mac keypad, but close enough
KEYPAD_AVERAGE_DEGREE = _calc_average_degree(GRAPHS[u'keypad'])
KEYBOARD_STARTING_POSITIONS = len(GRAPHS[u'qwerty'])
KEYPAD_STARTING_POSITIONS = len(GRAPHS[u'keypad'])
#-------------------------------------------------------------------------------
# dictionary match with common l33t substitutions ------------------------------
#-------------------------------------------------------------------------------
L33T_TABLE = {
'a': ['4', '@'],
'b': ['8'],
'c': ['(', '{', '[', '<'],
'e': ['3'],
'g': ['6', '9'],
'i': ['1', '!', '|'],
'l': ['1', '|', '7'],
'o': ['0'],
's': ['$', '5'],
't': ['+', '7'],
'x': ['%'],
'z': ['2'],
}
# makes a pruned copy of L33T_TABLE that only includes password's possible substitutions
def relevant_l33t_subtable(password):
password_chars = set(password)
filtered = {}
for letter, subs in L33T_TABLE.items():
relevent_subs = [sub for sub in subs if sub in password_chars]
if len(relevent_subs) > 0:
filtered[letter] = relevent_subs
return filtered
# returns the list of possible 1337 replacement dictionaries for a given password
def enumerate_l33t_subs(table):
subs = [[]]
def dedup(subs):
deduped = []
members = set()
for sub in subs:
key = str(sorted(sub))
if key not in members:
deduped.append(sub)
return deduped
keys = table.keys()
while len(keys) > 0:
first_key = keys[0]
rest_keys = keys[1:]
next_subs = []
for l33t_chr in table[first_key]:
for sub in subs:
dup_l33t_index = -1
for i in range(0, len(sub)):
if sub[i][0] == l33t_chr:
dup_l33t_index = i
break
if dup_l33t_index == -1:
sub_extension = list(sub)
sub_extension.append((l33t_chr, first_key))
next_subs.append(sub_extension)
else:
sub_alternative = list(sub)
sub_alternative.pop(dup_l33t_index)
sub_alternative.append((l33t_chr, first_key))
next_subs.append(sub)
next_subs.append(sub_alternative)
subs = dedup(next_subs)
keys = rest_keys
return map(dict, subs)
def l33t_match(password):
matches = []
for sub in enumerate_l33t_subs(relevant_l33t_subtable(password)):
if len(sub) == 0:
break
subbed_password = translate(password, sub)
for matcher in DICTIONARY_MATCHERS:
for match in matcher(subbed_password):
token = password[match['i']:match['j'] + 1]
if token.lower() == match['matched_word']:
continue
match_sub = {}
for subbed_chr, char in sub.items():
if token.find(subbed_chr) != -1:
match_sub[subbed_chr] = char
match['l33t'] = True
match['token'] = token
match['sub'] = match_sub
match['sub_display'] = ', '.join([("%s -> %s" % (k, v)) for k, v in match_sub.items()])
matches.append(match)
return matches
# ------------------------------------------------------------------------------
# spatial match (qwerty/dvorak/keypad) -----------------------------------------
# ------------------------------------------------------------------------------
def spatial_match(password):
matches = []
for graph_name, graph in GRAPHS.items():
matches.extend(spatial_match_helper(password, graph, graph_name))
return matches
def spatial_match_helper(password, graph, graph_name):
result = []
i = 0
while i < len(password) - 1:
j = i + 1
last_direction = None
turns = 0
shifted_count = 0
while True:
prev_char = password[j-1]
found = False
found_direction = -1
cur_direction = -1
adjacents = graph[prev_char] if prev_char in graph else []
# consider growing pattern by one character if j hasn't gone over the edge.
if j < len(password):
cur_char = password[j]
for adj in adjacents:
cur_direction += 1
if adj and adj.find(cur_char) != -1:
found = True
found_direction = cur_direction
if adj.find(cur_char) == 1:
# index 1 in the adjacency means the key is shifted, 0 means unshifted: A vs a, % vs 5, etc.
# for example, 'q' is adjacent to the entry '2@'. @ is shifted w/ index 1, 2 is unshifted.
shifted_count += 1
if last_direction != found_direction:
# adding a turn is correct even in the initial case when last_direction is null:
# every spatial pattern starts with a turn.
turns += 1
last_direction = found_direction
break
# if the current pattern continued, extend j and try to grow again
if found:
j += 1
# otherwise push the pattern discovered so far, if any...
else:
if j - i > 2: # don't consider length 1 or 2 chains.
result.append({
'pattern': 'spatial',
'i': i,
'j': j-1,
'token': password[i:j],
'graph': graph_name,
'turns': turns,
'shifted_count': shifted_count,
})
# ...and then start a new search for the rest of the password.
i = j
break
return result
#-------------------------------------------------------------------------------
# repeats (aaa) and sequences (abcdef) -----------------------------------------
#-------------------------------------------------------------------------------
def repeat_match(password):
result = []
repeats = groupby(password)
i = 0
for char, group in repeats:
length = len(list(group))
if length > 2:
j = i + length - 1
result.append({
'pattern': 'repeat',
'i': i,
'j': j,
'token': password[i:j+1],
'repeated_char': char,
})
i += length
return result
SEQUENCES = {
'lower': 'abcdefghijklmnopqrstuvwxyz',
'upper': 'ABCDEFGHIJKLMNOPQRSTUVWXYZ',
'digits': '01234567890',
}
def sequence_match(password):
result = []
i = 0
while i < len(password):
j = i + 1
seq = None # either lower, upper, or digits
seq_name = None
seq_direction = None # 1 for ascending seq abcd, -1 for dcba
for seq_candidate_name, seq_candidate in SEQUENCES.items():
i_n = seq_candidate.find(password[i])
j_n = seq_candidate.find(password[j]) if j < len(password) else -1
if i_n > -1 and j_n > -1:
direction = j_n - i_n
if direction in [1, -1]:
seq = seq_candidate
seq_name = seq_candidate_name
seq_direction = direction
break
if seq:
while True:
if j < len(password):
prev_char, cur_char = password[j-1], password[j]
prev_n, cur_n = seq_candidate.find(prev_char), seq_candidate.find(cur_char)
if j == len(password) or cur_n - prev_n != seq_direction:
if j - i > 2: # don't consider length 1 or 2 chains.
result.append({
'pattern': 'sequence',
'i': i,
'j': j-1,
'token': password[i:j],
'sequence_name': seq_name,
'sequence_space': len(seq),
'ascending': seq_direction == 1,
})
break
else:
j += 1
i = j
return result
#-------------------------------------------------------------------------------
# digits, years, dates ---------------------------------------------------------
#-------------------------------------------------------------------------------
def match_all(password, pattern_name, regex):
out = []
for match in regex.finditer(password):
i = match.start()
j = match.end()
out.append({
'pattern' : pattern_name,
'i' : i,
'j' : j,
'token' : password[i:j+1]
})
return out
DIGITS_MATCH = re.compile(r'\d{3,}')
def digits_match(password):
return match_all(password, 'digits', DIGITS_MATCH)
YEAR_MATCH = re.compile(r'19\d\d|200\d|201\d')
def year_match(password):
return match_all(password, 'year', YEAR_MATCH)
def date_match(password):
l = date_without_sep_match(password)
l.extend(date_sep_match(password))
return l
DATE_WITHOUT_SEP_MATCH = re.compile(r'\d{4,8}')
def date_without_sep_match(password):
date_matches = []
for digit_match in DATE_WITHOUT_SEP_MATCH.finditer(password):
i, j = digit_match.start(), digit_match.end()
token = password[i:j+1]
end = len(token)
candidates_round_1 = [] # parse year alternatives
if len(token) <= 6:
# 2-digit year prefix
candidates_round_1.append({
'daymonth': token[2:],
'year': token[0:2],
'i': i,
'j': j,
})
# 2-digit year suffix
candidates_round_1.append({
'daymonth': token[0:end-2],
'year': token[end-2:],
'i': i,
'j': j,
})
if len(token) >= 6:
# 4-digit year prefix
candidates_round_1.append({
'daymonth': token[4:],
'year': token[0:4],
'i': i,
'j': j,
})
# 4-digit year suffix
candidates_round_1.append({
'daymonth': token[0:end-4],
'year': token[end-4:],
'i': i,
'j': j,
})
candidates_round_2 = [] # parse day/month alternatives
for candidate in candidates_round_1:
if len(candidate['daymonth']) == 2: # ex. 1 1 97
candidates_round_2.append({
'day': candidate['daymonth'][0],
'month': candidate['daymonth'][1],
'year': candidate['year'],
'i': candidate['i'],
'j': candidate['j'],
})
elif len(candidate['daymonth']) == 3: # ex. 11 1 97 or 1 11 97
candidates_round_2.append({
'day': candidate['daymonth'][0:2],
'month': candidate['daymonth'][2],
'year': candidate['year'],
'i': candidate['i'],
'j': candidate['j'],
})
candidates_round_2.append({
'day': candidate['daymonth'][0],
'month': candidate['daymonth'][1:3],
'year': candidate['year'],
'i': candidate['i'],
'j': candidate['j'],
})
elif len(candidate['daymonth']) == 4: # ex. 11 11 97
candidates_round_2.append({
'day': candidate['daymonth'][0:2],
'month': candidate['daymonth'][2:4],
'year': candidate['year'],
'i': candidate['i'],
'j': candidate['j'],
})
# final loop: reject invalid dates
for candidate in candidates_round_2:
try:
day = int(candidate['day'])
month = int(candidate['month'])
year = int(candidate['year'])
except ValueError:
continue
valid, (day, month, year) = check_date(day, month, year)
if not valid:
continue
date_matches.append( {
'pattern': 'date',
'i': candidate['i'],
'j': candidate['j'],
'token': password[i:j+1],
'separator': '',
'day': day,
'month': month,
'year': year,
})
return date_matches
DATE_RX_YEAR_SUFFIX = re.compile(r"(\d{1,2})(\s|-|/|\\|_|\.)(\d{1,2})\2(19\d{2}|200\d|201\d|\d{2})")
#DATE_RX_YEAR_SUFFIX = "(\d{1,2})(\s|-|/|\\|_|\.)"
DATE_RX_YEAR_PREFIX = re.compile(r"(19\d{2}|200\d|201\d|\d{2})(\s|-|/|\\|_|\.)(\d{1,2})\2(\d{1,2})")
def date_sep_match(password):
matches = []
for match in DATE_RX_YEAR_SUFFIX.finditer(password):
day, month, year = tuple(int(match.group(x)) for x in [1, 3, 4])
matches.append( {
'day' : day,
'month' : month,
'year' : year,
'sep' : match.group(2),
'i' : match.start(),
'j' : match.end()
})
for match in DATE_RX_YEAR_PREFIX.finditer(password):
day, month, year = tuple(int(match.group(x)) for x in [4, 3, 1])
matches.append( {
'day' : day,
'month' : month,
'year' : year,
'sep' : match.group(2),
'i' : match.start(),
'j' : match.end()
})
out = []
for match in matches:
valid, (day, month, year) = check_date(match['day'], match['month'], match['year'])
if not valid:
continue
out.append({
'pattern': 'date',
'i': match['i'],
'j': match['j']-1,
'token': password[match['i']:match['j']],
'separator': match['sep'],
'day': day,
'month': month,
'year': year,
})
return out
def check_date(day, month, year):
if 12 <= month <= 31 and day <= 12: # tolerate both day-month and month-day order
day, month = month, day
if day > 31 or month > 12:
return (False, (0, 0, 0))
if not (1900 <= year <= 2019):
return (False, (0, 0, 0))
return (True, (day, month, year))
MATCHERS = list(DICTIONARY_MATCHERS)
MATCHERS.extend([
l33t_match,
digits_match, year_match, date_match,
repeat_match, sequence_match,
spatial_match
])
def omnimatch(password, user_inputs=[]):
ranked_user_inputs_dict = {}
for i, user_input in enumerate(user_inputs):
ranked_user_inputs_dict[user_input.lower()] = i+1
user_input_matcher = _build_dict_matcher('user_inputs', ranked_user_inputs_dict)
matches = user_input_matcher(password)
for matcher in MATCHERS:
matches.extend(matcher(password))
matches.sort(key=lambda x : (x['i'], x['j']))
return matches
|