sutd-visual-computing-group / Re-thinking_MI
[CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
☆40Updated last year
Alternatives and similar repositories for Re-thinking_MI:
Users that are interested in Re-thinking_MI are comparing it to the libraries listed below
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆42Updated 8 months ago
- ☆42Updated last year
- Improving Robustness to Model Inversion Attacks via Mutual Information Regularization (AAAI 2021)☆6Updated 2 years ago
- ☆27Updated 3 years ago
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆28Updated 6 months ago
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Updated last week
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆34Updated 7 months ago
- ☆11Updated this week
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆49Updated 2 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆121Updated 5 months ago
- ☆49Updated 3 years ago
- ☆25Updated 2 years ago
- ☆68Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆30Updated 3 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆34Updated 5 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years ago
- ☆34Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 3 years ago
- ☆27Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆167Updated 3 weeks ago
- ☆24Updated 3 years ago
- ☆64Updated last year
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆71Updated last year
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆53Updated 4 months ago
- Code for ML Doctor☆87Updated 8 months ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 5 years ago
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆55Updated last year
- ☆81Updated 3 years ago