Stars
Official repo for the WACV 2023 paper: Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer.
An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)
Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)
CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型
DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)
A simple Langchain RAG application.
An easy-to-use federated learning platform
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
Every practical and proposed defense against prompt injection.
some adversarial attacks implemented on different ml models to see their effect.
This Github repository summarizes a list of research papers on AI security from the four top academic conferences.
Build ChatGPT over your data, all with natural language
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
ML Predictor for Drug-induced Liver Injury (DILI)
Doctor Dignity is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.
Real e-commerce product data that were available on-sale at Amazon on-line market place on November 17-19, 2014. Amazon Product Advertising API has been used to retrieve product details. The datase…