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:
- Official Repository for ResSFL (accepted by CVPR '22)☆26Jun 24, 2022Updated 3 years ago
- 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
- 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.
- ☆16Aug 29, 2023Updated 2 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
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆15Jul 23, 2023Updated 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.
- 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
- Federated Adversrial Learning/ Training Framework. A testing ground for conducting relevant research.☆11Oct 9, 2022Updated 3 years ago
- CrackDetection for both pavement and concrete meterials☆15Mar 13, 2020Updated 6 years ago
- Experimental deep learning framework written in Rust☆15Nov 2, 2022Updated 3 years ago
- Distributed File System written in C which implements some of the features of a large-scale distributed file system☆18Oct 27, 2019Updated 6 years ago
- FGLA: Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients☆14Mar 17, 2026Updated 2 months ago
- Training Federated GANs with Theoretical Guarantees: AUniversal Aggregation Approach☆17Jan 18, 2021Updated 5 years ago
- Implementation of FedAvg☆17May 21, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Framework that supports pipeline federated split learning with multiple hops.☆16Mar 28, 2026Updated last month
- 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
- Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning [Accepted at ICML 2023]☆14Mar 31, 2024Updated 2 years ago
- ☆20Jan 18, 2022Updated 4 years 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
- Unofficial pytorch implementation of paper: Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures☆58Sep 28, 2025Updated 7 months 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.
- (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
- Paper List for Gradient Inversion Attacks in Federated Learning [IEEE TPAMI 2026]☆34Apr 20, 2026Updated last month
- Generates animated plots of different models of neural network classifiers during learning in order to compare them.☆10Jul 23, 2023Updated 2 years ago
- ☆11Jul 17, 2024Updated last year
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆116Mar 15, 2021Updated 5 years ago
- Code for "OnlyPlanes: Incrementally Tuning Synthetic Training Datasets for Satellite Object Detection"☆12Oct 24, 2022Updated 3 years ago