/.*/Attack(
  (search_method): GreedySearch
  (goal_function):  UntargetedClassification
  (transformation):  WordSwapEmbedding(
    (max_candidates):  15
    (embedding):  WordEmbedding
  )
  (constraints): 
    (0): PartOfSpeech(
        (tagger_type):  stanza
        (tagset):  universal
        (allow_verb_noun_swap):  True
        (compare_against_original):  True
      )
    (1): RepeatModification
    (2): StopwordModification
  (is_black_box):  True
) 
/.*/
--------------------------------------------- Result 1 ---------------------------------------------
[92mPositive (91%)[0m --> [91mNegative (62%)[0m

lovingly photographed in the manner of a golden book sprung to [92mlife[0m , stuart little 2 manages sweetness largely without stickiness .

lovingly photographed in the manner of a golden book sprung to [91msubsistence[0m , stuart little 2 manages sweetness largely without stickiness .


--------------------------------------------- Result 2 ---------------------------------------------
[92mPositive (99%)[0m --> [91mNegative (58%)[0m

[92mconsistently[0m [92mclever[0m and suspenseful .

[91mpersistently[0m [91mbrainy[0m and suspenseful .


--------------------------------------------- Result 3 ---------------------------------------------
[91mNegative (78%)[0m --> [37m[SKIPPED][0m

it's like a " big chill " reunion of the baader-meinhof gang , only these guys are more harmless pranksters than political activists .


--------------------------------------------- Result 4 ---------------------------------------------
[92mPositive (96%)[0m --> [91mNegative (85%)[0m

the story gives ample opportunity for large-scale action and suspense , which director shekhar kapur supplies with [92mtremendous[0m [92mskill[0m .

the story gives ample opportunity for large-scale action and suspense , which director shekhar kapur supplies with [91mcolossal[0m [91mjurisdiction[0m .



+-------------------------------+--------+
| Attack Results                |        |
+-------------------------------+--------+
| Number of successful attacks: | 3      |
| Number of failed attacks:     | 0      |
| Number of skipped attacks:    | 1      |
| Original accuracy:            | 75.0%  |
| Accuracy under attack:        | 0.0%   |
| Attack success rate:          | 100.0% |
| Average perturbed word %:     | 22.04% |
| Average num. words per input: | 15.5   |
| Avg num queries:              | 175.67 |
+-------------------------------+--------+
