Popular repositories Loading

1. DecodingTrust DecodingTrust Public

   A Comprehensive Assessment of Trustworthiness in GPT Models

   Python 295 59

2. DBA DBA Public

   DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

   Python 196 48

3. AgentPoison AgentPoison Public

   [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"

   Python 131 16

4. Certified-Robustness-SoK-Oldver Certified-Robustness-SoK-Oldver Public

   This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets and paper categorization.

   98 10

5. VeriGauge VeriGauge Public

   A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]

   C 90 7

6. InfoBERT 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 85 8