Research into model inversion on SplitNN
☆18Feb 20, 2024Updated 2 years ago
Alternatives and similar repositories for Model-Inversion-SplitNN
Users that are interested in Model-Inversion-SplitNN 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 repo for the UAI 2023 paper "Learning To Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning".☆15Jun 15, 2024Updated last year
- A incomplete survey for Split Learning (comprehensive enough) and Federated Learning (only most representative works)☆20Mar 8, 2022Updated 4 years ago
- ☆16Aug 29, 2023Updated 2 years ago
- Supplementary code for the paper "UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks Against Split Lear…☆15Nov 10, 2022Updated 3 years ago
- PyTorch implementation of NoPeekNN☆17Aug 30, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆25Mar 7, 2024Updated 2 years ago
- ☆34May 2, 2021Updated 4 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
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆15Jul 23, 2023Updated 2 years ago
- ☆10Apr 21, 2022Updated 4 years ago
- Speech Security and Privacy Compendium - Mini☆10Jun 18, 2024Updated last year
- Federated Adversrial Learning/ Training Framework. A testing ground for conducting relevant research.☆11Oct 9, 2022Updated 3 years ago
- FGLA: Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients☆14Mar 17, 2026Updated last month
- Training Federated GANs with Theoretical Guarantees: AUniversal Aggregation Approach☆17Jan 18, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of FedAvg☆17May 21, 2022Updated 3 years ago
- Shared library for intercepting CUDA Runtime API calls. This was part of my Bachelor thesis: A Study on the Computational Exploitation of…☆14Jun 6, 2024Updated last year
- [ICML 2024] Sparse Model Inversion: Efficient Inversion of Vision Transformers with Less Hallucination☆14Apr 29, 2025Updated last year
- Framework that supports pipeline federated split learning with multiple hops.☆16Mar 28, 2026Updated last month
- Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning [Accepted at ICML 2023]☆14Mar 31, 2024Updated 2 years ago
- 使用Spark批量处理离线交通大数据☆16Jan 5, 2018Updated 8 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆220Apr 3, 2026Updated 3 weeks ago
- TIP2022-BGDC-A Unified Pansharpening Model Based on Band-Adaptive Gradient and Detail Correction☆13Mar 7, 2025Updated last year
- Implementation of FedAvg, FedProx and qFedAvg using PyTorch☆18Apr 2, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆12Nov 10, 2020Updated 5 years ago
- Lindenmayer System Generator☆15Dec 22, 2015Updated 10 years ago
- Unofficial pytorch implementation of paper: Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures☆58Sep 28, 2025Updated 7 months ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆24Jun 22, 2022Updated 3 years ago
- 📚 Collection of various Books and Guides.☆21May 7, 2021Updated 4 years ago
- FBNet code for FGOC in aerial images☆15Jun 9, 2022Updated 3 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆117Mar 15, 2021Updated 5 years ago
- Unofficial user file editor for Plants vs. Zombies. Facilitates a variety of cheats.☆14Dec 31, 2012Updated 13 years ago
- Code for "OnlyPlanes: Incrementally Tuning Synthetic Training Datasets for Satellite Object Detection"☆12Oct 24, 2022Updated 3 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.
- ☆10Dec 4, 2019Updated 6 years ago
- Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data☆34Dec 8, 2018Updated 7 years ago
- LaTeX template for MAS R&D and thesis proposals☆11May 16, 2022Updated 3 years ago
- Code accompanying the paper "Dimensions underlying the representational alignment of deep neural networks with humans"☆15Sep 2, 2025Updated 7 months ago
- Split Learning Simulation Framework for LLMs☆40Sep 10, 2024Updated last year
- ☆52Aug 28, 2021Updated 4 years ago
- ☆21Jul 30, 2024Updated last year