[ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?
☆43Sep 4, 2024Updated last year
Alternatives and similar repositories for SecMI
Users that are interested in SecMI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆16Mar 8, 2024Updated 2 years ago
- ☆10Mar 20, 2023Updated 3 years ago
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆25Sep 29, 2023Updated 2 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Jul 12, 2022Updated 3 years ago
- ☆45Dec 13, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [SatML 2024] Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk☆15Mar 15, 2025Updated last year
- Official Implementation of Data Unlearning in Diffusion Models (ICLR 2025)☆15May 20, 2025Updated last year
- ☆25Nov 14, 2022Updated 3 years ago
- Code for paper "Membership Inference Attacks Against Vision-Language Models"☆29Jan 25, 2025Updated last year
- ☆16Apr 4, 2024Updated 2 years ago
- ☆15May 5, 2026Updated 3 weeks ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- [BMVC 2023] Semantic Adversarial Attacks via Diffusion Models☆26Nov 30, 2023Updated 2 years ago
- [NeurIPS 2024] "Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy"☆12Sep 15, 2025Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Towards Memorization-Free Diffusion Models (CVPR2024) Codebase☆11Jun 2, 2024Updated last year
- The code of "dp-promise: Differentially Private Diffusion Probabilistic Models for Image Synthesis"☆23Apr 5, 2024Updated 2 years ago
- ☆16Feb 23, 2025Updated last year
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆16Dec 1, 2021Updated 4 years ago
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Jan 27, 2023Updated 3 years ago
- Source Code for the JAIR Paper "Does CLIP Know my Face?" (Demo: https://huggingface.co/spaces/AIML-TUDA/does-clip-know-my-face)☆16Jul 9, 2024Updated last year
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- Downloads 2020 English Wikipedia articles as plaintext☆27Mar 25, 2023Updated 3 years ago
- ☆28May 28, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆371Apr 8, 2026Updated last month
- ☆41Dec 19, 2024Updated last year
- Official Repository for Dataset Inference for LLMs☆41Jul 25, 2024Updated last year
- ☆60Mar 9, 2023Updated 3 years ago
- ☆14Oct 9, 2024Updated last year
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆46Apr 22, 2022Updated 4 years ago
- ☆32Sep 2, 2024Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆67Sep 11, 2021Updated 4 years ago
- ☆27Aug 7, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2024] official code for SimAC☆21Jan 23, 2025Updated last year
- 🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"☆34Aug 29, 2022Updated 3 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆84Nov 22, 2021Updated 4 years ago
- Pytorch implementation for the pilot study on the robustness of latent diffusion models.☆12Jun 20, 2023Updated 2 years ago
- Code for the CVPR 2020 article "Adversarial Vertex mixup: Toward Better Adversarially Robust Generalization"☆12Jul 13, 2020Updated 5 years ago
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆15Oct 13, 2023Updated 2 years ago
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago