AlanPeng0897 / Defend_MI
[KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"
☆21Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for Defend_MI
- ☆24Updated 2 years ago
- ☆23Updated 3 years ago
- ☆22Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆78Updated last year
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆31Updated 3 months ago
- ☆41Updated last year
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆37Updated 3 months ago
- APBench: A Unified Availability Poisoning Attack and Defenses Benchmark (TMLR 08/2024)☆26Updated 2 months ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆31Updated 3 weeks ago
- ☆23Updated 2 years ago
- The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consist…☆19Updated last year
- [ICLR 2022] Reliable Adversarial Distillation with Unreliable Teachers☆20Updated 2 years ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆32Updated last month
- ☆48Updated 3 years ago
- A curated list of papers for the transferability of adversarial examples☆52Updated 4 months ago
- Code for Transferable Unlearnable Examples☆17Updated last year
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆30Updated 2 months ago
- Code for "Label-Consistent Backdoor Attacks"☆49Updated 3 years ago
- Stable Backdoor Purification (NeurIPS 2023 & 2024)☆23Updated this week
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆29Updated last year
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 5 years ago
- ☆17Updated 2 years ago
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Updated 2 years ago
- Code for Backdoor Attacks Against Dataset Distillation☆29Updated last year
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆28Updated 2 years ago
- Official Repository for ResSFL (accepted by CVPR '22)☆20Updated 2 years ago
- Revisiting Transferable Adversarial Images (arXiv)☆113Updated last month
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆40Updated 2 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆45Updated 2 years ago
- Towards Efficient and Effective Adversarial Training, NeurIPS 2021☆16Updated 2 years ago