脆弱性管理

DLAP: A Deep Learning Augmented Large Language Model Prompting Framework for Software Vulnerability Detection

Authors: Yanjing Yang, Xin Zhou, Runfeng Mao, Jinwei Xu, Lanxin Yang, Yu Zhangm, Haifeng Shen, He Zhang | Published: 2024-05-02
プロンプトインジェクション
プロンプトエンジニアリング
脆弱性管理

An Extensive Comparison of Static Application Security Testing Tools

Authors: Matteo Esposito, Valentina Falaschi, Davide Falessi | Published: 2024-03-14
ツールキット比較
脆弱性管理
評価手法

Unveiling Hidden Links Between Unseen Security Entities

Authors: Daniel Alfasi, Tal Shapira, Anat Bremler Barr | Published: 2024-03-04
リンク予測手法
知識グラフ推論
脆弱性管理

Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models

Authors: Jiandong Jin, Bowen Tang, Mingxuan Ma, Xiao Liu, Yunfei Wang, Qingnan Lai, Jia Yang, Changling Zhou | Published: 2024-03-01
サイバーセキュリティ
戦略的洞察の向上
脆弱性管理

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性能評価
プロンプトインジェクション
脆弱性管理

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
コード変更分析
データ収集
脆弱性管理

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性能評価
プロンプトインジェクション
脆弱性管理

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情報抽出
プロンプトインジェクション
脆弱性管理

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
プログラム解析
プロンプトインジェクション
脆弱性管理

HAL 9000: Skynet’s Risk Manager

Authors: Tadeu Freitas, Mário Neto, Inês Dutra, João Soares, Manuel Correia, Rolando Martins | Published: 2023-11-15
ソフトウェアセキュリティ
機械学習手法
脆弱性管理