sutd-visual-computing-group / Re-thinking_MILinks
[CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
☆43Updated 2 years ago
Alternatives and similar repositories for Re-thinking_MI
Users that are interested in Re-thinking_MI are comparing it to the libraries listed below
Sorting:
- ☆45Updated 2 years ago
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆45Updated 4 months ago
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆42Updated last year
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Updated 3 months ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆210Updated 6 months ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆36Updated last month
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆50Updated last year
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆75Updated last year
- ☆32Updated 4 years ago
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆20Updated last year
- Query-Efficient Data-Free Learning from Black-Box Models☆23Updated 2 years ago
- Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023☆94Updated 2 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆103Updated 3 years ago
- ☆122Updated 2 months ago
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆34Updated 2 years ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆186Updated 2 months ago
- A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".☆62Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆129Updated last year
- ☆25Updated 2 years ago
- [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…☆23Updated 2 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆60Updated last year
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆58Updated last year
- ☆27Updated 3 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆45Updated 2 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆38Updated 3 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆46Updated 3 years ago
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆30Updated last year
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Updated 2 years ago