Alternatives and similar repositories for Awesome-AI-Security-BIG4

Users that are interested in Awesome-AI-Security-BIG4 are comparing it to the libraries listed below

• verazuo / badnets-pytorch
  Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
  ☆175Updated 2 years ago
• shaoshuo-ss / EaaW
  [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…
  ☆38Updated 7 months ago
• lvpeizhuo / Data-free_Backdoor
  This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).
  ☆30Updated last year
• ZJUICSR / AIcert
  ☆223Updated last year
• zihao-ai / Awesome-Backdoor-in-Deep-Learning
  A curated list of papers & resources on backdoor attacks and defenses in deep learning.
  ☆210Updated last year
• gnipping / Awesome-ML-SP-Papers
  A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…
  ☆270Updated 6 months ago
• zhangrui4041 / Instruction_Backdoor_Attack
  ☆24Updated 10 months ago
• penghui-yang / awesome-data-poisoning-and-backdoor-attacks
  A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
  ☆262Updated 5 months ago
• T0hsakar1n / RAPID
  Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"
  ☆17Updated 6 months ago
• meng-wenlong / LMSanitator
  ☆21Updated last year
• mengtong0110 / InferDPT
  ☆28Updated 2 months ago
• xingjunm / Awesome-Large-Model-Safety
  Safety at Scale: A Comprehensive Survey of Large Model Safety
  ☆173Updated 4 months ago
• haoyangliASTAPLE / 3DFed
  ☆52Updated last year
• bboylyg / BackdoorLLM
  BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
  ☆164Updated last month
• yuezunli / ISSBA
  Invisible Backdoor Attack with Sample-Specific Triggers
  ☆96Updated 2 years ago
• ZJZAC / awesome-deep-model-IP-protection
  ☆40Updated 3 years ago
• lvpeizhuo / MEA-Defender
  This is the source code for MEA-Defender. Our paper is accepted by the IEEE Symposium on Security and Privacy (S&P) 2024.
  ☆23Updated last year
• shaoshuo-ss / FedTracker
  [TDSC 2024] Official code for our paper "FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model"
  ☆16Updated last month
• xandery-geek / BackdoorAttacks
  A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...
  ☆19Updated 6 months ago
• ffhibnese / Model-Inversion-Attack-ToolBox
  A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
  ☆176Updated 3 months ago
• Trustworthy-AI-Group / Adversarial_Examples_Papers
  A list of recent papers about adversarial learning
  ☆171Updated this week
• shenyizg / NewAdversarialAttackPaper
  A list of recent adversarial attack and defense papers (including those on large language models)
  ☆40Updated last week
• NY1024 / Foundation-Model-Paper-Notes
  ☆55Updated last month
• ai-data-model-safety / ai-data-model-safety.github.io
  ☆33Updated 6 months ago
• FuChong-cyber / label-inference-attacks
  Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.
  ☆84Updated last year
• VinAIResearch / Warping-based_Backdoor_Attack-release
  WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
  ☆123Updated 7 months ago
• tonggege001 / MyNeuralCleanse
  复现了下Neural Cleanse这篇论文，真的是简单而有效，发在了okaland
  ☆30Updated 4 years ago
• zhmzm / Poisoning_Backdoor-critical_Layers_Attack
  [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"
  ☆38Updated 6 months ago
• PPAattack / PPAattack
  PPA attack code
  ☆12Updated 2 years ago
• Django-Jiang / BadChain
  [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
  ☆37Updated 11 months ago