3 papers
cs.SE2026
TreeMind: Automatically Reproducing Android Bug Reports via LLM-empowered Monte Carlo Tree Search
Zhengyu Chen, Zhaoyi Meng, Wenxiang Zhao +5
Automatically reproducing Android app crashes from textual bug reports is challenging, particularly when the reports are incomplete and the modern UI exhibits high combinatorial co…
cs.CR2025
MalFlows: Context-aware Fusion of Heterogeneous Flow Semantics for Android Malware Detection
Zhaoyi Meng, Fenglei Xu, Wenxiang Zhao +5
Static analysis, a fundamental technique in Android app examination, enables the extraction of control flows, data flows, and inter-component communications (ICCs), all of which ar…
cs.CR2024
AppPoet: Large Language Model based Android malware detection via multi-view prompt engineering
Wenxiang Zhao, Juntao Wu, Zhaoyi Meng
Due to the vast array of Android applications, their multifarious functions and intricate behavioral semantics, attackers can adopt various tactics to conceal their genuine attack…