Vulnerability Management

LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs’ Vulnerability Reasoning

Authors: Yuqiang Sun, Daoyuan Wu, Yue Xue, Han Liu, Wei Ma, Lyuye Zhang, Yang Liu, Yingjiu Li | Published: 2024-01-29 | Updated: 2025-01-13
LLM Performance Evaluation
Prompt Injection
Vulnerability Management

ReposVul: A Repository-Level High-Quality Vulnerability Dataset

Authors: Xinchen Wang, Ruida Hu, Cuiyun Gao, Xin-Cheng Wen, Yujia Chen, Qing Liao | Published: 2024-01-24 | Updated: 2024-02-08
Code Change Analysis
Data Collection
Vulnerability Management

LLbezpeky: Leveraging Large Language Models for Vulnerability Detection

Authors: Noble Saji Mathews, Yelizaveta Brus, Yousra Aafer, Meiyappan Nagappan, Shane McIntosh | Published: 2024-01-02 | Updated: 2024-02-13
LLM Performance Evaluation
Prompt Injection
Vulnerability Management

HW-V2W-Map: Hardware Vulnerability to Weakness Mapping Framework for Root Cause Analysis with GPT-assisted Mitigation Suggestion

Authors: Yu-Zheng Lin, Muntasir Mamun, Muhtasim Alam Chowdhury, Shuyu Cai, Mingyu Zhu, Banafsheh Saber Latibari, Kevin Immanuel Gubbi, Najmeh Nazari Bavarsad, Arjun Caputo, Avesta Sasan, Houman Homayoun, Setareh Rafatirad, Pratik Satam, Soheil Salehi | Published: 2023-12-21
CVE Information Extraction
Prompt Injection
Vulnerability Management

Exploring the Limits of ChatGPT in Software Security Applications

Authors: Fangzhou Wu, Qingzhao Zhang, Ati Priya Bajaj, Tiffany Bao, Ning Zhang, Ruoyu "Fish" Wang, Chaowei Xiao | Published: 2023-12-08
Program Analysis
Prompt Injection
Vulnerability Management

HAL 9000: Skynet’s Risk Manager

Authors: Tadeu Freitas, Mário Neto, Inês Dutra, João Soares, Manuel Correia, Rolando Martins | Published: 2023-11-15
Software Security
Machine Learning Method
Vulnerability Management

Cream Skimming the Underground: Identifying Relevant Information Points from Online Forums

Authors: Felipe Moreno-Vera, Mateus Nogueira, Cainã Figueiredo, Daniel Sadoc Menasché, Miguel Bicudo, Ashton Woiwood, Enrico Lovat, Anton Kocheturov, Leandro Pfleger de Aguiar | Published: 2023-08-03
Cyber Attack
Data Collection
Vulnerability Management

A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection

Authors: Minzhao Lyu, Hassan Habibi Gharakheili, Vijay Sivaraman | Published: 2023-06-29
Scalability Analysis
Network Threat Detection
Vulnerability Management

Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection

Authors: Niklas Risse, Marcel Böhme | Published: 2023-06-28 | Updated: 2024-06-06
Dataset Generation
Performance Evaluation
Vulnerability Management

Cybersecurity Threat Hunting and Vulnerability Analysis Using a Neo4j Graph Database of Open Source Intelligence

Authors: Elijah Pelofske, Lorie M. Liebrock, Vincent Urias | Published: 2023-01-27 | Updated: 2024-10-07
Automation of Cybersecurity
Information Gathering Methods
Vulnerability Management