Search Results for author: Junjie Chu

Found 3 papers, 0 papers with code

Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities

no code implementations10 Feb 2024 Junjie Chu, Prashant Singh, Salman Toor

We successfully train machine learning models to replace the fuzzy negotiation system to improve processing speed.

Cloud Computing Scheduling

Comprehensive Assessment of Jailbreak Attacks Against LLMs

no code implementations8 Feb 2024 Junjie Chu, Yugeng Liu, Ziqing Yang, Xinyue Shen, Michael Backes, Yang Zhang

Some jailbreak prompt datasets, available from the Internet, can also achieve high attack success rates on many LLMs, such as ChatGLM3, GPT-3. 5, and PaLM2.

Ethics

Conversation Reconstruction Attack Against GPT Models

no code implementations5 Feb 2024 Junjie Chu, Zeyang Sha, Michael Backes, Yang Zhang

We then introduce two advanced attacks aimed at better reconstructing previous conversations, specifically the UNR attack and the PBU attack.

Reconstruction Attack Semantic Similarity +1

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