This is a comprehensive resource repository for deep learning model inversion attacks and defenses research.
☆30Nov 13, 2025Updated 6 months ago
Alternatives and similar repositories for Deep-Learning-Model-Inversion-Attacks-and-Defenses
Users that are interested in Deep-Learning-Model-Inversion-Attacks-and-Defenses are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [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
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆221Apr 3, 2026Updated 2 months ago
- From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning - CVPR 2025☆18Mar 24, 2025Updated last year
- [CVPRW'22] A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.☆12Jul 7, 2022Updated 3 years ago
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆48Jul 18, 2025Updated 10 months 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.
- Official Implementation of paper "Distilling Long-tailed Datasets" [CVPR 2025]☆21Aug 13, 2025Updated 9 months ago
- Towards Memorization-Free Diffusion Models (CVPR2024) Codebase☆11Jun 2, 2024Updated 2 years ago
- ☆20Oct 28, 2025Updated 7 months ago
- ☆22Apr 24, 2025Updated last year
- ☆12Sep 30, 2024Updated last year
- A PyTorch implementation of "Self-Supervised GNN that Jointly Learns to Augment" or "Jointly Learnable Data Augmentations for Self-Superv…☆13Dec 13, 2021Updated 4 years ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆19Mar 3, 2023Updated 3 years ago
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆16Jan 18, 2023Updated 3 years ago
- A single library to (down)load all existing sign language handshape datasets.☆14May 19, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Contains implementation of denoising algorithms.☆11Jul 16, 2020Updated 5 years ago
- ☆16Jul 23, 2022Updated 3 years ago
- [CVPR 2025] Six-CD: Benchmarking Concept Removals for Benign Text-to-image Diffusion Models☆16Jan 8, 2026Updated 5 months ago
- The official implementation of A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation☆26Aug 17, 2025Updated 9 months ago
- A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective is a paper accepted by NeurIPS 2023☆10May 15, 2024Updated 2 years ago
- ☆17Oct 11, 2021Updated 4 years ago
- Cross-modal Clustering with Deep Correlated Information Bottleneck Method☆11Aug 7, 2022Updated 3 years ago
- Pytorch Implementation of CLIP-Lite | Accepted at AISTATS 2023☆14Mar 17, 2023Updated 3 years ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆197May 30, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- AWS Cloudformation template for MongoDB cluster with replicas set and Automatic Scale, support Spot Instance.☆15Jul 9, 2025Updated 11 months ago
- [AAAI 2023] Scalable Attributed-Graph Subspace Clustering☆12Jul 16, 2023Updated 2 years ago
- ☆20Jan 26, 2025Updated last year
- Composite Backdoor Attacks Against Large Language Models☆25Apr 12, 2024Updated 2 years ago
- 该项目实现了隐私保护和可验证的卷积神经网络(CNN)测试,旨在使模型开发者能够在多个测试者提供的非公开数据上向用户证明CNN性能的真实性,同时保护模型和数据的隐私。☆17Oct 23, 2023Updated 2 years ago
- Least Squares Regression for subspace clustering☆11May 27, 2018Updated 8 years ago
- Model Extraction(Stealing) Attacks and Defenses on Machine Learning Models Literature☆31Sep 25, 2024Updated last year
- Production-ready NestJS starter with PostgreSQL and Prisma. Includes clean architecture, environment-based config, database migrations, v…☆53May 21, 2026Updated 3 weeks ago
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Sep 11, 2025Updated 9 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆17Mar 15, 2023Updated 3 years ago
- ☆22Sep 16, 2022Updated 3 years ago
- A toolbox for backdoor attacks.☆23Jan 13, 2023Updated 3 years ago
- [ICML 2026] a unified reinforcement learning toolbox for joint RL on language models and diffusion models☆83May 26, 2026Updated 2 weeks ago
- (TPAMI 2026) Complementary Text-Guided Attention for Zero-Shot Adversarial Robustness & & (NeurIPS 2024) Text-Guided Attention is All Y…☆23Mar 23, 2026Updated 2 months ago
- A collection of multi-view datasets☆12Mar 22, 2022Updated 4 years ago
- ☆18Oct 22, 2020Updated 5 years ago