Zhou-Zi7 / Awesome-AI-Security-BIG4View external linksLinks
This Github repository summarizes a list of research papers on AI security from the four top academic conferences.
☆176May 21, 2025Updated 8 months ago
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
Sorting:
- [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…☆24May 25, 2023Updated 2 years ago
- Code for our ICLR 2023 paper Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples.☆18May 31, 2023Updated 2 years ago
- The official code of IEEE S&P 2024 paper "Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferabili…☆20Aug 22, 2024Updated last year
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆332Nov 11, 2025Updated 3 months ago
- ☆21Dec 14, 2023Updated 2 years ago
- ☆11Dec 23, 2024Updated last year
- Code of paper [CVPR'24: Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?]☆23Apr 2, 2024Updated last year
- The implementatin of our ICLR 2021 work: Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits☆18Jul 20, 2021Updated 4 years ago
- Official code for the ICCV2023 paper ``One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training''☆20Aug 9, 2023Updated 2 years ago
- ☆48Jun 19, 2024Updated last year
- A curated list of academic events on AI Security & Privacy☆167Aug 22, 2024Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆642Sep 27, 2025Updated 4 months ago
- ☆20Feb 3, 2025Updated last year
- Disrupting Diffusion: Token-Level Attention Erasure Attack against Diffusion-based Customization(ACM MM2024)☆18Mar 31, 2025Updated 10 months ago
- ☆10Mar 20, 2023Updated 2 years ago
- The implementation of our IEEE S&P 2024 paper "Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples".☆11Jun 28, 2024Updated last year
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).☆1,860Jan 24, 2026Updated 3 weeks ago
- Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"☆10Jun 9, 2023Updated 2 years ago
- [NeurIPS 2024] "Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy"☆12Sep 15, 2025Updated 5 months ago
- 华中科技大学-网络空间安全学院-网络攻防实践(三)-2022春☆47Jan 5, 2023Updated 3 years ago
- A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.☆75Dec 5, 2022Updated 3 years ago
- Code and full version of the paper "Hijacking Attacks against Neural Network by Analyzing Training Data"☆14Feb 28, 2024Updated last year
- ☆28Aug 7, 2024Updated last year
- Proof of concept code for DeepSteal (SP'22) Machine Learning model extraction (weight stealing) with memory side channel☆13Jun 22, 2023Updated 2 years ago
- ☆17Jul 18, 2024Updated last year
- Code for our NeurIPS 2023 paper Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly☆14Jan 22, 2024Updated 2 years ago
- Implement of Implicit Knowledge Extraction Attack.☆18May 28, 2025Updated 8 months ago
- Toolkit to perform automatic static analyses of firmware images based on custom user rules.☆14Oct 9, 2017Updated 8 years ago
- Region-Based Optimization in Continual Learning for Audio Deepfake Detection☆12Dec 17, 2024Updated last year
- ☆14Jun 6, 2023Updated 2 years ago
- ☆21Mar 20, 2025Updated 10 months ago
- Official Tensorflow implementation for "Improving the Transferability of Adversarial Samples by Path-Augmented Method" (CVPR 2023).☆12Jun 16, 2023Updated 2 years ago
- Tensorflow implementation of "Defense against Universal Adversarial Perturbations"☆10Apr 16, 2018Updated 7 years ago
- 🛡️[ICLR'2024] Toward effective protection against diffusion-based mimicry through score distillation, a.k.a SDS-Attack☆60Apr 7, 2024Updated last year
- This is the code of ICLR 2022 Oral paper 'Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Au…☆30Oct 22, 2023Updated 2 years ago
- Code of paper "AdvReverb: AdvReverb: Rethinking the Stealthiness of Audio Adversarial Examples to Human Perception"☆18Nov 26, 2023Updated 2 years ago
- 2024年第21届信息安全与对抗技术竞赛 题目附件存档☆21May 23, 2024Updated last year
- Code for "Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes"☆15Dec 20, 2020Updated 5 years ago