Search Results for author: Jingyu Hua

Found 3 papers, 0 papers with code

LabObf: A Label Protection Scheme for Vertical Federated Learning Through Label Obfuscation

no code implementations27 May 2024 Ying He, Mingyang Niu, Jingyu Hua, Yunlong Mao, Xu Huang, Chen Li, Sheng Zhong

In this paper, we first propose an embedding extension attack that manually modifies embeddings to undermine existing defense strategies, which rely on constraining the correlation between the embeddings uploaded by participants and the labels.

Subtoxic Questions: Dive Into Attitude Change of LLM's Response in Jailbreak Attempts

no code implementations12 Apr 2024 Tianyu Zhang, Zixuan Zhao, Jiaqi Huang, Jingyu Hua, Sheng Zhong

As Large Language Models (LLMs) of Prompt Jailbreaking are getting more and more attention, it is of great significance to raise a generalized research paradigm to evaluate attack strengths and a basic model to conduct subtler experiments.

Optimization of the energy efficiency in Smart Internet of Vehicles assisted by MEC

no code implementations14 Jan 2023 Jiafei Fu, Pengcheng Zhu, Jingyu Hua, Jiamin Li, Jiangang Wen

Smart Internet of Vehicles (IoV) as a promising application in Internet of Things (IoT) emerges with the development of the fifth generation mobile communication (5G).

Edge-computing

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