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:
- reveal the vulnerabilities of SplitNN☆31Jun 16, 2022Updated 3 years ago
- Code repo for the UAI 2023 paper "Learning To Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning".☆15Jun 15, 2024Updated last year
- Privacy attacks on Split Learning☆45Nov 15, 2021Updated 4 years ago
- 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- ☆25Mar 7, 2024Updated 2 years ago
- PyTorch Implementation of CVPR'19 (oral) - Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach☆28Sep 30, 2019Updated 6 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 3 years ago
- ☆11May 19, 2025Updated last year
- ☆17Mar 28, 2022Updated 4 years ago
- Nopeek experiments☆14Jun 12, 2020Updated 5 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
- 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.
- End-to-End Gradient Inversion (Gradient Leakage in Federated Learning) 【https://ieeexplore.ieee.org/document/9878027】☆11Aug 19, 2022Updated 3 years ago
- ☆10Apr 21, 2022Updated 4 years ago
- Speech Security and Privacy Compendium - Mini☆10Jun 18, 2024Updated last year
- CrackDetection for both pavement and concrete meterials☆15Mar 13, 2020Updated 6 years ago
- FGLA: Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients☆14Mar 17, 2026Updated 2 months ago
- Implementation of FedAvg☆17May 21, 2022Updated 4 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 2 years ago
- [ICML 2024] Sparse Model Inversion: Efficient Inversion of Vision Transformers with Less Hallucination☆14Apr 29, 2025Updated last year
- 使用sklearn库实现KNN和SVM对MNIST数据分类;使用TensorFlow实现BP,CNN,LeNet,AlexNet,VGGNet,InceptionNet,ResNet,并对MNIST和CIFAR10数据集进行分类☆15Aug 8, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 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
- ☆20Jan 18, 2022Updated 4 years ago
- ☆16Jan 12, 2019Updated 7 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆221Apr 3, 2026Updated 2 months ago
- Implementation of FedAvg, FedProx and qFedAvg using PyTorch☆18Apr 2, 2024Updated 2 years ago
- ☆12Nov 10, 2020Updated 5 years ago
- Lindenmayer System Generator☆15Dec 22, 2015Updated 10 years ago
- ☆24Nov 22, 2024Updated last year
- 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.
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Jun 21, 2024Updated last year
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆49Dec 17, 2019Updated 6 years ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆24Jun 22, 2022Updated 3 years ago
- Generates animated plots of different models of neural network classifiers during learning in order to compare them.☆10Jul 23, 2023Updated 2 years ago
- The code for paper "Cross Platforms Linguals and Models Social Bot Detection via Federated Adversarial Contrastive Knowledge Distillation…☆20May 3, 2023Updated 3 years ago
- ☆46Sep 24, 2023Updated 2 years ago
- FBNet code for FGOC in aerial images☆15Jun 9, 2022Updated 4 years ago