[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
☆217May 30, 2025Updated 9 months ago
Alternatives and similar repositories for Awesome-model-inversion-attack
Users that are interested in Awesome-model-inversion-attack are comparing it to the libraries listed below
Sorting:
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆46Jul 18, 2025Updated 7 months ago
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Sep 11, 2025Updated 5 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆191Sep 23, 2025Updated 5 months ago
- ☆32May 2, 2021Updated 4 years ago
- [ICML 2023] "On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation"☆33Nov 10, 2023Updated 2 years ago
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆30Oct 15, 2024Updated last year
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆43Nov 12, 2023Updated 2 years ago
- [ECCV-2024 oral] Source code for our paper "A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion At…☆25Sep 22, 2024Updated last year
- ☆46Sep 24, 2023Updated 2 years ago
- ☆27Sep 23, 2022Updated 3 years ago
- This is a PyTorch implementation of the paper "Reinforcement Learning-Based Black-Box Model Inversion Attacks" accepted by CVPR 2023.☆40May 4, 2023Updated 2 years ago
- This is a comprehensive resource repository for deep learning model inversion attacks and defenses research.☆28Nov 13, 2025Updated 3 months ago
- [ICML 2023] "On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation"☆23Nov 10, 2023Updated 2 years ago
- Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021☆22Dec 10, 2021Updated 4 years ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"☆15Feb 15, 2025Updated last year
- ☆13Apr 13, 2025Updated 10 months ago
- [NeurIPS 2023] Combating Bilateral Edge Noise for Robust Link Prediction☆13Nov 3, 2023Updated 2 years ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆39Jul 18, 2025Updated 7 months ago
- An awesome list of papers on privacy attacks against machine learning☆634Mar 18, 2024Updated last year
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆66Oct 4, 2024Updated last year
- ☆24Jun 28, 2023Updated 2 years ago
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counte…☆84Feb 26, 2023Updated 3 years ago
- translation of VHL repo in paddle☆25Jun 28, 2023Updated 2 years ago
- ☆370Jan 4, 2026Updated 2 months ago
- Code for NDSS 2022 paper "MIRROR: Model Inversion for Deep Learning Network with High Fidelity"☆27May 9, 2023Updated 2 years ago
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆19Apr 3, 2024Updated last year
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 2 years ago
- Code for the NeurIPS 2024 submission: "DAGER: Extracting Text from Gradients with Language Model Priors"☆20Aug 13, 2025Updated 6 months ago
- ☆14Feb 26, 2025Updated last year
- [NeurIPS 2023] "Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation"☆11Oct 6, 2023Updated 2 years ago
- [ICML 2025] "From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?"☆49Oct 8, 2025Updated 4 months ago
- [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"☆172Feb 20, 2024Updated 2 years ago
- [NeurIPS 2023] "Combating Bilateral Edge Noise for Robust Link Prediction"☆11Nov 3, 2023Updated 2 years ago
- [ICLR 2025] "Noisy Test-Time Adaptation in Vision-Language Models"☆12Feb 22, 2025Updated last year
- This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…☆23Oct 30, 2023Updated 2 years ago
- [ICLR 2026] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"☆46Aug 16, 2025Updated 6 months ago
- Breaching privacy in federated learning scenarios for vision and text☆313Jan 24, 2026Updated last month
- Code implementation for "CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion" (CVPR 2024)☆16Mar 25, 2024Updated last year
- ☆15Aug 29, 2023Updated 2 years ago