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1. AI-secure/DecodingTrust AI-secure/DecodingTrust Public

   A Comprehensive Assessment of Trustworthiness in GPT Models

   Python 262 56

2. AI-secure/InfoBERT AI-secure/InfoBERT Public

   [ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

   Python 83 7

3. AI-secure/DataLens AI-secure/DataLens Public

   [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long*, Luka Rimanic, Ce Zhang, Bo Li

   Python 37 7

4. AI-secure/G-PATE AI-secure/G-PATE Public

   [NeurIPS 2021] "G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators" by Yunhui Long*, Boxin Wang*, Zhuolin Yang, Bhavya Kailkhura, Aston Zhang, …

   Python 30 8

5. AI-secure/T3 AI-secure/T3 Public

   [EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li

   Python 26 1

6. thunlp/TAADpapers thunlp/TAADpapers Public

   Must-read Papers on Textual Adversarial Attack and Defense

   Python 1.5k 195