Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" in NDSS'24.
☆12Sep 6, 2023Updated 2 years ago
Alternatives and similar repositories for MIA_defense_HAMP
Users that are interested in MIA_defense_HAMP are comparing it to the libraries listed below
Sorting:
- ☆19Mar 6, 2023Updated 2 years ago
- ☆25Nov 14, 2022Updated 3 years ago
- ☆15Apr 4, 2024Updated last year
- ☆10Mar 20, 2023Updated 2 years ago
- Causal Reasoning for Membership Inference Attacks☆11Oct 21, 2022Updated 3 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆133Apr 9, 2024Updated last year
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Feb 13, 2024Updated 2 years ago
- This is the official implementation of the paper titled "Comprehensive Comparison of Vision Transformers and Traditional Convolutional Ne…☆13Mar 4, 2025Updated 11 months ago
- ☆12May 27, 2022Updated 3 years ago
- ☆25Jan 20, 2019Updated 7 years ago
- ☆45Nov 10, 2019Updated 6 years ago
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆15Nov 27, 2023Updated 2 years ago
- Code implementing the experiments described in the NeurIPS 2018 paper "With Friends Like These, Who Needs Adversaries?".☆13Sep 11, 2020Updated 5 years ago
- ☆14May 8, 2024Updated last year
- Bullseye Polytope Clean-Label Poisoning Attack☆15Nov 5, 2020Updated 5 years ago
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago
- ☆20Oct 28, 2025Updated 4 months ago
- ☆38Nov 24, 2021Updated 4 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆68Sep 11, 2021Updated 4 years ago
- ☆22Dec 22, 2024Updated last year
- [CCS-LAMPS'24] LLM IP Protection Against Model Merging☆16Oct 14, 2024Updated last year
- Code for paper "Membership Inference Attacks Against Vision-Language Models"☆26Jan 25, 2025Updated last year
- The official implementation of NeurIPS 2021 paper: Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks☆17Jul 4, 2023Updated 2 years ago
- Official implementation of "Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection" (ICLR 2024)☆18Apr 15, 2024Updated last year
- ☆32Sep 2, 2024Updated last year
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 2 years ago
- A simple Jax implementation of influence functions.☆20Apr 9, 2024Updated last year
- A simple implementation of BadNets on MNIST☆33Jul 29, 2019Updated 6 years ago
- ReColorAdv and other attacks from the NeurIPS 2019 paper "Functional Adversarial Attacks"☆38May 31, 2022Updated 3 years ago
- Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web data☆21Aug 6, 2024Updated last year
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆16Dec 1, 2021Updated 4 years ago
- Learning Robust Global Representations by Penalizing Local Predictive Power (NeurIPS 2019))☆18Nov 21, 2022Updated 3 years ago
- Backdooring Multimodal Learning☆30May 4, 2023Updated 2 years ago
- Implementation of Patch-wise Adversarial Regularization from "Learning Robust Global Representations by Penalizing Local Predictive Power…☆18Oct 27, 2019Updated 6 years ago
- Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"☆20Dec 10, 2024Updated last year
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆16Mar 8, 2024Updated last year
- Private and Reliable Neural Network Inference (CCS '22)☆22Jul 11, 2023Updated 2 years ago
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆43Sep 4, 2024Updated last year
- Official PyTorch implementation of "Loss-Curvature Matching for Dataset Selection and Condensation" (AISTATS 2023)☆22Mar 14, 2023Updated 2 years ago