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1. Rand2AI/FedKL Rand2AI/FedKL Public

   Official implementation of “Gradient Leakage Defense with Key-Lock Module for Federated Learning”

   Python 6 1

2. Rand2AI/GRNN Rand2AI/GRNN Public

   Official implementation of "GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning"

   Python 29 2

3. Rand2AI/FedBoosting Rand2AI/FedBoosting Public

   Official implementation for paper "FedBoosting: Federated Learning with Gradient Protected Boosting for Text Recognition"

   Python 9

4. Face-Tracking-Using-CNN-and-Optical-Flow Face-Tracking-Using-CNN-and-Optical-Flow Public

   Official implementation for paper "A Real-Time and Long-Term Face Tracking Method Using Convolutional Neural Network and Optical Flow for Internet of Things" using C++

   C++ 201 74

5. SVM-classification-localization SVM-classification-localization Public

   HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

   Python 170 71

6. Rand2AI/Awesome-Vulnerability-of-Federated-Learning Rand2AI/Awesome-Vulnerability-of-Federated-Learning Public

   A Survey on Vulnerability of Federated Learning: An Algorithm Perspective

   14 2