AttackAssist¶

ChineseWord2Vec¶

AttackAssist.ChineseWord2Vec¶

Type: OpenAttack.utils.WordVector
Size: 3GB

CiLin¶

AttackAssist.CiLin¶

Type: dict
Size: 1357KB

Dictionary file for ChineseCiLin substitute.

CounterFit¶

AttackAssist.CounterFit¶

Type: OpenAttack.utils.WordVector
Size: 61.998MB

Counter-fitting Word Vectors to Linguistic Constraints. [pdf]

DCES¶

AttackAssist.DCES¶

Type

tuple

Size

1.295MB

Package Requirements

sklearn

Vec-colnames and neighber matrix used in Substitute DECS. See DCESSubstitute for detail.

FYH¶

AttackAssist.FYH¶

Type: dict
Size: 127.6KB

Dictionary file for ChineseFYHChar substitute.

GAN¶

AttackAssist.GAN¶

Type

tuple

Size

55.041MB

Package Requirements

pytorch

Pretrained GAN model on SNLI dataset used in GANAttacker. See GANAttacker for detail.

GloVe¶

AttackAssist.GloVe¶

Type: OpenAttack.utils.WordVector
Size: 2.273GB

GloVe Word Embedding [page]

HowNet¶

AttackAssist.HowNet¶

Type

OpenHowNet.HowNetDict

Size

unknown

Package Requirements

OpenHowNet

OpenHowNet. [code] [page]

HownetSubstituteDict¶

AttackAssist.HownetSubstituteDict¶

SCPN¶

AttackAssist.SCPN¶

Type: dict
Size: 150.386MB

Models used in SCPNAttacker. [page]

SentenceTransformer¶

AttackAssist.SentenceTransformer¶

Type: str
Size: 916.57MB

Model files for Universal Sentence Encoder in tensorflow_hub. [pdf] [page]

SGAN¶

AttackAssist.SGAN¶

Type

tuple

Size

54.854MB

Package Requirements

pytorch

Pretrained GAN model on SST-2 dataset used in GANAttacker. See GANAttacker for detail.

SIM¶

AttackAssist.SIM¶

Type: dict
Size: 276.083KB

Dictionary file for ChineseSIMChar substitute.

TranslationModels¶

AttackAssist.TranslationModels¶

Type

dict

Size

1.22GB

Package Requirements

pytorch

Pretrained translation models. See TranslationModels for detail. [code] [page]

UniversalSentenceEncoder¶

AttackAssist.UniversalSentenceEncoder¶

Type: str
Size: 916.57MB

Model files for Universal Sentence Encoder in tensorflow_hub. [pdf] [page]

Word2Vec¶

AttackAssist.Word2Vec¶

Type: OpenAttack.utils.WordVector
Size: 1.52GB

Word2vec Word Embedding [page]