reds-lab / CLIP-MIA
This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023).
☆22Updated last year
Alternatives and similar repositories for CLIP-MIA:
Users that are interested in CLIP-MIA are comparing it to the libraries listed below
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆34Updated 6 months ago
- ☆24Updated last year
- ☆36Updated 9 months ago
- Code for paper: PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models, IEEE ICASSP 2024. Demo//124.220.228.133:11107☆17Updated 7 months ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆25Updated 4 months ago
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Updated last year
- ☆43Updated 7 months ago
- [MM'23 Oral] "Text-to-image diffusion models can be easily backdoored through multimodal data poisoning"☆28Updated last month
- Comprehensive Assessment of Trustworthiness in Multimodal Foundation Models☆16Updated 2 weeks ago
- [CVPR23W] "A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion" by Haomin Zhuang, Yihua Zhang and Sijia Liu☆26Updated 7 months ago
- ☆31Updated 8 months ago
- ☆20Updated last year
- Distribution Preserving Backdoor Attack in Self-supervised Learning☆14Updated last year
- A toolbox for backdoor attacks.☆21Updated 2 years ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆24Updated last year
- ☆20Updated 6 months ago
- ☆19Updated 2 years ago
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images☆32Updated last year
- Code Repo for the NeurIPS 2023 paper "VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models"☆23Updated 6 months ago
- A package that achieves 95%+ transfer attack success rate against GPT-4☆17Updated 5 months ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆45Updated 9 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
- A collection of resources on attacks and defenses targeting text-to-image diffusion models☆62Updated last week
- ☆19Updated 11 months ago
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdf☆19Updated last year
- Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023☆87Updated 6 months ago
- ☆21Updated 9 months ago
- Watermarking LLM papers up-to-date☆13Updated last year
- Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"☆17Updated 3 months ago
- Code for "Adversarial Illusions in Multi-Modal Embeddings"☆20Updated 7 months ago