Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NextGenAISafety @ ICML 2024)

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

An Awesome Collection of Urban Foundation Models (UFMs).

[AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning

Implementation of M^2FedSA

Official implement for IJCAI'24 paper ''Federated Prompt Learning for Weather Foundation Models on Devices''.

A collection of research papers on Federated Recommender Systems.

✨✨A curated list of latest advances on Foundation Models with Federated Learning

LLM101n: Let's build a Storyteller

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

An Awesome Collection for LLM Survey

[ACL 2023] Reasoning with Language Model Prompting: A Survey

✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models

The core code for our paper "Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning".

Official code for the paper: Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld

Dataset for "Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding".

A Survey on Vulnerability of Federated Learning: An Algorithm Perspective

System for AI Education Resource.

ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Models

The official implement of paper "Does Federated Learning Really Need Backpropagation?"