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    58 repositories

    • SafeAuto

      Public
      [ICML 2025] SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
      Python
      •0•6•1•0•Updated Jul 17, 2025Jul 17, 2025

    • RedCode

      Public
      [NeurIPS'24] RedCode: Risky Code Execution and Generation Benchmark for Code Agents
      Python
      •6•44•1•0•Updated Jul 11, 2025Jul 11, 2025

    • UDora

      Public
      [ICML 2025] UDora: A Unified Red Teaming Framework against LLM Agents
      Python
      •4•9•1•0•Updated Jun 24, 2025Jun 24, 2025

    • PolyGuard

      Public
      Python
      •0•5•2•0•Updated Jun 18, 2025Jun 18, 2025

    • AdvAgent

      Public
      Jupyter Notebook
      •0•12•2•0•Updated May 28, 2025May 28, 2025

    • AgentPoison

      Public
      [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"
      red-teamllm-agentretrieval-augmented-generation
      Python
      •
      MIT License
      •19•134•4•1•Updated Apr 12, 2025Apr 12, 2025

    • MMDT

      Public
      Comprehensive Assessment of Trustworthiness in Multimodal Foundation Models
      Jupyter Notebook
      •1•22•1•0•Updated Mar 15, 2025Mar 15, 2025

    • aug-pe

      Public
      [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
      language-modeldifferential-privacyai-privacylarge-language-modelsprompt-engineering
      Python
      •
      Apache License 2.0
      •10•42•1•0•Updated Jan 11, 2025Jan 11, 2025

    • FedGame

      Public
      Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).
      Python
      •
      MIT License
      •0•13•1•0•Updated Oct 25, 2024Oct 25, 2024

    • VFL-ADMM

      Public
      Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM (SaTML 2024)
      Python
      •
      Apache License 2.0
      •1•3•0•0•Updated Oct 21, 2024Oct 21, 2024

    • DecodingTrust

      Public
      A Comprehensive Assessment of Trustworthiness in GPT Models
      Python
      •
      Creative Commons Attribution Share Alike 4.0 International
      •59•299•13•2•Updated Sep 16, 2024Sep 16, 2024

    • helm

      Public
      Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
      Python
      •
      Apache License 2.0
      •318•0•0•2•Updated Jun 12, 2024Jun 12, 2024

    • DPFL-Robustness

      Public
      [CCS 2023] Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
      Python
      •0•6•0•0•Updated Feb 15, 2024Feb 15, 2024

    • hf-blog

      Public
      Public repo for HF blog posts
      Jupyter Notebook
      •894•0•0•0•Updated Jan 26, 2024Jan 26, 2024

    • DecodingTrust-Data-Legacy

      Public
      Python
      •0•0•0•0•Updated Dec 25, 2023Dec 25, 2023

    • TextGuard

      Public
      TextGuard: Provable Defense against Backdoor Attacks on Text Classification
      Python
      •1•12•0•0•Updated Nov 7, 2023Nov 7, 2023

    • 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
      information-theorylanguage-modelsbertadversarial-attacksrobertaadversarial-defenseadversarial-robustness
      Python
      •8•85•1•0•Updated Oct 25, 2023Oct 25, 2023

    • Robustness-Against-Backdoor-Attacks

      Public
      RAB: Provable Robustness Against Backdoor Attacks
      Python
      •6•39•2•5•Updated Oct 3, 2023Oct 3, 2023

    • semantic-randomized-smoothing

      Public
      [CCS 2021] TSS: Transformation-specific smoothing for robustness certification
      securityrobustness-verificationdeep-learning
      Roff
      •3•26•0•5•Updated Oct 3, 2023Oct 3, 2023

    • FLBenchmark-toolkit

      Public
      Federated Learning Framework Benchmark (UniFed)
      benchmarkfederated-learningmachine-learning
      Python
      •
      Apache License 2.0
      •5•49•5•0•Updated Jun 14, 2023Jun 14, 2023

    • SecretGen

      Public
      A general model inversion attack against large pre-trained models.
      machine-learningprivacy
      Python
      •
      MIT License
      •2•4•0•0•Updated Apr 22, 2023Apr 22, 2023

    • adversarial-glue

      Public
      [NeurIPS 2021] "Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models" by Boxin Wang*, Chejian Xu*, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li.
      nlpmachine-learningnlp-libraryadversarial-examplesadversarial-attacks
      Python
      •2•12•0•0•Updated Apr 3, 2023Apr 3, 2023

    • VeriGauge

      Public
      A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]
      robustnessverficationdeep-learning
      C
      •7•90•3•4•Updated Mar 24, 2023Mar 24, 2023

    • Certified-Fairness

      Public
      [NeurIPS 2022] Code for Certifying Some Distributional Fairness with Subpopulation Decomposition
      Python
      •0•5•0•0•Updated Jan 3, 2023Jan 3, 2023

    • CoPur

      Public
      CoPur: Certifiably Robust Collaborative Inference via Feature Purification (NeurIPS 2022)
      Python
      •1•10•0•0•Updated Dec 7, 2022Dec 7, 2022

    • transferability-versus-robustness

      Public
      Python
      •0•0•0•0•Updated Dec 6, 2022Dec 6, 2022

    • DMLW2022

      Public
      HTML
      •1•1•0•0•Updated Dec 3, 2022Dec 3, 2022

    • 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.
      10•98•0•0•Updated Oct 18, 2022Oct 18, 2022

    • Layerwise-Orthogonal-Training

      Public
      Python
      •0•6•0•0•Updated Oct 11, 2022Oct 11, 2022

    • CROP

      Public
      [ICLR 2022] CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing
      reinforcement-learningcertificationrobustness
      Python
      •2•8•1•0•Updated Jun 16, 2022Jun 16, 2022