Understanding Industrial Log Analysis: A Multi-Dataset Evaluation of Parsing and Anomaly Detection (APSEC 2025 - Technical Track)

Who

Yicheng Sun, Jacky Keung, Yihan Liao, Hi Kuen Yu

Track

APSEC 2025 Technical Track

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When

Fri 5 Dec 2025 09:40 - 10:00 at (Session B) tulip room - Session 6B: Log and Analysis (Technical Track) Chair(s): Xiaoxue Ma

Yicheng Sun

City University of Hong Kong

Hong Kong SAR China

Jacky Keung

City University of Hong Kong

Hong Kong SAR China

Yihan Liao

City University of Hong Kong

Hi Kuen Yu

City University of Hong Kong

Time Zone

The program is currently displayed in (GMT+08:00) Beijing, Chongqing, Hong Kong, Urumqi.

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The GMT offsets shown reflect the offsets at the moment of the conference.

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Session Program

Fri 5 Dec
Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

09:00 - 10:20	Session 6B: Log and Analysis (Technical Track) Technical Track at (Session B) tulip room Chair(s): Xiaoxue Ma Hong Kong Metropolitan University

09:00 20m Full-paper		Exploring Developer Departure in Open-Source Software Projects: Prevalence, Reason Taxonomy, and Influencing Factors Technical Track Yangyang Zhao Zhejiang Sci-Tech University, Bingzheng Zhao Zhejiang Sci-Tech University, Zanxiang He Shenzhen Technology University, Liming Nie
09:20 20m Full-paper		LLMs are All You Need? Improving Fuzz Testing for MOJO with Large Language Models Technical Track Linghan Huang , Peizhou Zhao The University of Sydney, Huaming Chen The University of Sydney
09:40 20m Full-paper		Understanding Industrial Log Analysis: A Multi-Dataset Evaluation of Parsing and Anomaly Detection Technical Track Yicheng Sun City University of Hong Kong, Jacky Keung City University of Hong Kong, Yihan Liao City University of Hong Kong, Hi Kuen Yu City University of Hong Kong
10:00 20m Full-paper		SVPrompt-MR: An LLM-Based Metamorphic Relation Identification Method with Self-Verification Mechanism Technical Track Jun Huang University of South China, Meng Li University of South China, Xiao Hua Yang University of South China, Jie Liu University of South China, Shi Yu Yan University of South China