An SDK for multi-agent collaborative perception.
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Updated
Apr 8, 2024 - Python
An SDK for multi-agent collaborative perception.
Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)
Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022
Official implementation of our work "Collaborative Fairness in Federated Learning."
Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:
Fedstellar: A Platform for Decentralized Federated Learning
NEBULA: A Platform for Decentralized Federated Learning
Human-Agent Collaborative Deep Reinforcement Learning
The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.
Demonstration of unintentional leakage of private data in federated learning environment using Generative Adversarial Network (GAN)
[AAAI-24] TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients
Welcome to the "Harnessing the Power of AI" workshop! This GitHub repository serves as a comprehensive resource for participants seeking hands-on learning and in-depth understanding of AI concepts, techniques, and tools.
Official implementation of our ICML'22 paper: "On the Convergence of the Shapley Value in Parametric Bayesian Learning Games".
CycleSL: Server-Client Cyclical Update Driven Scalable Split Learning
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