SunnierLee / DP-ImaGenLinks
[USENIX Security 2024] PrivImage: Differentially Private Synthetic Image Generation using Diffusion Models with Semantic-Aware Pretraining
☆22Updated 7 months ago
Alternatives and similar repositories for DP-ImaGen
Users that are interested in DP-ImaGen are comparing it to the libraries listed below
Sorting:
- DPImageBench is an open-source toolkit developed to facilitate the research and application of DP image synthesis.☆21Updated 2 weeks ago
- The code of "dp-promise: Differentially Private Diffusion Probabilistic Models for Image Synthesis"☆17Updated last year
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Updated 2 years ago
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆16Updated last year
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆37Updated 9 months ago
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆42Updated 10 months ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆70Updated last year
- Code for Backdoor Attacks Against Dataset Distillation☆35Updated 2 years ago
- ☆26Updated last year
- ☆44Updated last year
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆23Updated last year
- [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…☆23Updated 2 years ago
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆15Updated last year
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆23Updated 2 months ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆50Updated 2 years ago
- ☆23Updated last year
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆48Updated 3 years ago
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆38Updated 6 months ago
- ☆31Updated 3 years ago
- Code for ML Doctor☆91Updated 10 months ago
- [CVPR 2023] Backdoor Defense via Adaptively Splitting Poisoned Dataset☆48Updated last year
- ☆24Updated 2 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 3 years ago
- ☆30Updated last year
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆60Updated 6 years ago
- ☆70Updated 3 years ago
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆42Updated 11 months ago
- ☆23Updated 2 years ago
- ☆25Updated 3 years ago
- Methods for removing learned data from neural nets and evaluation of those methods☆36Updated 4 years ago