Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (Fredrikson Et al.)
☆84Feb 26, 2023Updated 3 years ago
Alternatives and similar repositories for model-inversion-attack
Users that are interested in model-inversion-attack are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆49Dec 17, 2019Updated 6 years ago
- Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …☆102Nov 2, 2019Updated 6 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆198Nov 15, 2017Updated 8 years ago
- Unofficial pytorch implementation of paper: Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures☆58Sep 28, 2025Updated 7 months ago
- This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.☆68Apr 1, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆37Jan 28, 2019Updated 7 years ago
- Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021☆22Dec 10, 2021Updated 4 years ago
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆59May 12, 2019Updated 6 years ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆67Oct 4, 2024Updated last year
- Research into model inversion on SplitNN☆18Feb 20, 2024Updated 2 years ago
- ☆12Nov 10, 2020Updated 5 years ago
- ☆13Apr 13, 2025Updated last year
- ☆46Nov 10, 2019Updated 6 years ago
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆43Nov 12, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆46Nov 25, 2019Updated 6 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
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆221Apr 3, 2026Updated 3 weeks ago
- ☆23Aug 15, 2022Updated 3 years ago
- Reconstructing the content of image based on paper "Understanding Deep Image Representations by Inverting Them"☆11Jul 30, 2018Updated 7 years ago
- Membership Inference of Generative Models☆15Oct 2, 2019Updated 6 years ago
- ☆25Jan 20, 2019Updated 7 years ago
- ☆27Sep 23, 2022Updated 3 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆132Apr 9, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [NeurIPS 2019] Deep Leakage From Gradients☆479Apr 17, 2022Updated 4 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 6 years ago
- Code for Machine Learning Models that Remember Too Much (in CCS 2017)☆31Oct 15, 2017Updated 8 years ago
- ☆52Aug 28, 2021Updated 4 years ago
- ☆25Jul 12, 2021Updated 4 years ago
- Model extraction attacks on Machine-Learning-as-a-Service platforms.☆356Nov 22, 2020Updated 5 years ago
- A library for running membership inference attacks against ML models☆150Dec 8, 2022Updated 3 years ago
- Copycat CNN☆28Apr 17, 2024Updated 2 years ago
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆32Oct 15, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for the paper: Label-Only Membership Inference Attacks☆67Sep 11, 2021Updated 4 years ago
- ☆34May 2, 2021Updated 4 years ago
- ☆46Sep 24, 2023Updated 2 years ago
- An awesome list of papers on privacy attacks against machine learning☆632Mar 18, 2024Updated 2 years ago
- BGN encryption scheme implementation using Go☆16Sep 5, 2020Updated 5 years ago
- privacy preserving deep learning☆15Sep 11, 2017Updated 8 years ago
- MPC Simulation Framework☆24Jan 7, 2023Updated 3 years ago