kong13661 / PIA
Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
☆13Updated last year
Alternatives and similar repositories for PIA:
Users that are interested in PIA are comparing it to the libraries listed below
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆34Updated 7 months ago
- Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)☆15Updated 2 years ago
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf☆20Updated last year
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆25Updated 4 months ago
- Code Repo for the NeurIPS 2023 paper "VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models"☆23Updated 6 months ago
- ☆13Updated 11 months ago
- ☆19Updated last year
- Code of paper [CVPR'24: Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?]☆17Updated last year
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Updated last year
- All code and data necessary to replicate experiments in the paper BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Model…☆11Updated 6 months ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆39Updated 5 months ago
- ☆59Updated 2 years ago
- ☆19Updated 11 months ago
- [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…☆22Updated last year
- Certified robustness "for free" using off-the-shelf diffusion models and classifiers☆40Updated last year
- ☆25Updated 7 months ago
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆22Updated last year
- [CVPR'24 Oral] Metacloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning☆22Updated 4 months ago
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆30Updated 2 years ago
- Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023☆87Updated 6 months ago
- [CVPR 2023] Backdoor Defense via Adaptively Splitting Poisoned Dataset☆48Updated 11 months ago
- [MM '24] EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second☆16Updated 4 months ago
- official implementation of Towards Robust Model Watermark via Reducing Parametric Vulnerability☆13Updated 10 months ago
- ☆34Updated last year
- ☆18Updated 6 months ago
- [CVPR 2024] Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers☆17Updated 5 months ago
- PyTorch implementation of BPDA+EOT attack to evaluate adversarial defense with an EBM☆24Updated 4 years ago
- ☆14Updated 3 weeks ago
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆18Updated last year
- ☆49Updated 3 years ago