Vulnerability Analysis

SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis

Authors: Wang Lingxiang, Quanzhi Fu, Wenjia Song, Gelei Deng, Yi Liu, Dan Williams, Ying Zhang | Published: 2025-06-21 | Updated: 2025-07-24
Code Change Analysis
Software Security
Vulnerability Analysis
2025.06.21 2025.07.26
Literature Database

LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model’s Response for Vulnerability Analysis

Authors: Reza Fayyazi, Michael Zuzak, Shanchieh Jay Yang | Published: 2025-06-12 | Updated: 2025-09-03
RAG
Token Distribution Analysis
Vulnerability Analysis
2025.06.12 2025.09.05
Literature Database

VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries

Authors: Nasir Hussain, Haohan Chen, Chanh Tran, Philip Huang, Zhuohao Li, Pravir Chugh, William Chen, Ashish Kundu, Yuan Tian | Published: 2025-05-28
LLM Security
Vulnerability Analysis
逆アセンブル
2025.05.28 2025.05.30
Literature Database

Weaponizing Language Models for Cybersecurity Offensive Operations: Automating Vulnerability Assessment Report Validation; A Review Paper

Authors: Abdulrahman S Almuhaidib, Azlan Mohd Zain, Zalmiyah Zakaria, Izyan Izzati Kamsani, Abdulaziz S Almuhaidib | Published: 2025-05-07
LLM Security
Vulnerability Analysis
2025.05.07 2025.05.27
Literature Database

AutoPatch: Multi-Agent Framework for Patching Real-World CVE Vulnerabilities

Authors: Minjae Seo, Wonwoo Choi, Myoungsung You, Seungwon Shin | Published: 2025-05-07
RAG
Model DoS
Vulnerability Analysis
2025.05.07 2025.05.27
Literature Database

LLMs’ Suitability for Network Security: A Case Study of STRIDE Threat Modeling

Authors: AbdulAziz AbdulGhaffar, Ashraf Matrawy | Published: 2025-05-07
LLM Security
Performance Evaluation
Vulnerability Analysis
2025.05.07 2025.05.27
Literature Database

Directed Greybox Fuzzing via Large Language Model

Authors: Hanxiang Xu, Yanjie Zhao, Haoyu Wang | Published: 2025-05-06
RAG
Prompt Injection
Vulnerability Analysis
2025.05.06 2025.05.27
Literature Database

CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain

Authors: Lingxiang Wang, Hainan Zhang, Qinnan Zhang, Ziwei Wang, Hongwei Zheng, Jin Dong, Zhiming Zheng | Published: 2025-04-28 | Updated: 2025-05-07
Program Verification
Performance Evaluation
Vulnerability Analysis
2025.04.28 2025.05.27
Literature Database

Enhancing Smart Contract Vulnerability Detection in DApps Leveraging Fine-Tuned LLM

Authors: Jiuyang Bu, Wenkai Li, Zongwei Li, Zeng Zhang, Xiaoqi Li | Published: 2025-04-07
Smart Contract
Model Performance Evaluation
Vulnerability Analysis
2025.04.07 2025.05.27
Literature Database

Generative Large Language Model usage in Smart Contract Vulnerability Detection

Authors: Peter Ince, Jiangshan Yu, Joseph K. Liu, Xiaoning Du | Published: 2025-04-07
Prompt Injection
Prompt leaking
Vulnerability Analysis
2025.04.07 2025.05.27
Literature Database
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