Search Results for author: Xinwei Yuan

Found 3 papers, 1 papers with code

How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study

1 code implementation25 Feb 2024 Tianjie Ju, Weiwei Sun, Wei Du, Xinwei Yuan, Zhaochun Ren, Gongshen Liu

Previous work has showcased the intriguing capability of large language models (LLMs) in retrieving facts and processing context knowledge.

Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models

no code implementations19 Feb 2024 Tianjie Ju, Yijin Chen, Xinwei Yuan, Zhuosheng Zhang, Wei Du, Yubin Zheng, Gongshen Liu

Recent work has showcased the powerful capability of large language models (LLMs) in recalling knowledge and reasoning.

knowledge editing

A Simple Framework to Enhance the Adversarial Robustness of Deep Learning-based Intrusion Detection System

no code implementations6 Dec 2023 Xinwei Yuan, Shu Han, Wei Huang, Hongliang Ye, Xianglong Kong, Fan Zhang

In this paper, we propose a novel IDS architecture that can enhance the robustness of IDS against adversarial attacks by combining conventional machine learning (ML) models and Deep Learning models.

Adversarial Attack Adversarial Robustness +1

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