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Rainysponge's starred repositories

label-protection

对"Label Leakage and Protection in Two-party Split Learning"的代码复现

Language:Python300

backdoor

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

Language:PythonMIT26400

BackdoorBench

Language:Jupyter NotebookNOASSERTION36700

hijackvfl

The code of the paper 'Hijack Vertical Federated Learning Models As One Party'

Language:Python100

A-watermark-for-Diffusion-Models

This is an unofficial implementation of the Paper by Kejiang Chen et.al. on Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models

Language:PythonGPL-3.02700

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

Language:PythonApache-2.01806500

awesome-chatgpt-dataset

Unlock the Power of LLM: Explore These Datasets to Train Your Own ChatGPT!

Language:PythonGPL-3.067900

Play-with-LLMs

Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs，如何基于RAG、Agent、Chain构建有趣的LLMs应用。

Language:Jupyter NotebookMIT48700

BadChain

Official Repo of ICLR 24 BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models

Language:PythonMIT1000

CNN-Pruning

Pruned model: VGG & ResNet-50

Language:Python1400

moshpit-sgd

"Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation

Language:Jupyter NotebookApache-2.02800

llm-attacks

Universal and Transferable Attacks on Aligned Language Models

Language:PythonMIT319000

robust-model-watermarking

official implementation of Towards Robust Model Watermark via Reducing Parametric Vulnerability

Language:Python1200

spu

SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.

Language:C++Apache-2.021700