MalLoc: Toward Fine-grained Android Malicious Payload Localization via LLMs
Authors: Tiezhu Sun, Marco Alecci, Aleksandr Pilgun, Yewei Song, Xunzhu Tang, Jordan Samhi, Tegawendé F. Bissyandé, Jacques Klein | Published: 2025-08-25
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An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding
Authors: Xiuwei Shang, Zhenkan Fu, Shaoyin Cheng, Guoqiang Chen, Gangyang Li, Li Hu, Weiming Zhang, Nenghai Yu | Published: 2025-04-30
LASHED: LLMs And Static Hardware Analysis for Early Detection of RTL Bugs
Authors: Baleegh Ahmad, Hammond Pearce, Ramesh Karri, Benjamin Tan | Published: 2025-04-30
Padding Matters — Exploring Function Detection in PE Files
Authors: Raphael Springer, Alexander Schmitz, Artur Leinweber, Tobias Urban, Christian Dietrich | Published: 2025-04-30
Secure Coding with AI, From Creation to Inspection
Authors: Vladislav Belozerov, Peter J Barclay, Ashkan Sami | Published: 2025-04-29
Can LLMs Handle WebShell Detection? Overcoming Detection Challenges with Behavioral Function-Aware Framework
Authors: Feijiang Han, Jiaming Zhang, Chuyi Deng, Jianheng Tang, Yunhuai Liu | Published: 2025-04-14 | Updated: 2025-08-26
Fast, Fine-Grained Equivalence Checking for Neural Decompilers
Authors: Luke Dramko, Claire Le Goues, Edward J. Schwartz | Published: 2025-01-08
ContractTinker: LLM-Empowered Vulnerability Repair for Real-World Smart Contracts
Authors: Che Wang, Jiashuo Zhang, Jianbo Gao, Libin Xia, Zhi Guan, Zhong Chen | Published: 2024-09-15
CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification
Authors: Zeqing Qin, Yiwei Wu, Lansheng Han | Published: 2024-09-11
Comment on Revisiting Neural Program Smoothing for Fuzzing
Authors: Dongdong She, Kexin Pei, Junfeng Yang, Baishakhi Ray, Suman Jana | Published: 2024-09-06