脆弱性管理

Malicious Code Detection in Smart Contracts via Opcode Vectorization

Authors: Huanhuan Zou, Zongwei Li, Xiaoqi Li | Published: 2025-04-17
スマートコントラクト監査
機械学習
脆弱性管理

Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues

Authors: Daniele Cipollone, Changjie Wang, Mariano Scazzariello, Simone Ferlin, Maliheh Izadi, Dejan Kostic, Marco Chiesa | Published: 2025-01-09
LLM性能評価
プロンプトインジェクション
脆弱性管理

Bringing Order Amidst Chaos: On the Role of Artificial Intelligence in Secure Software Engineering

Authors: Matteo Esposito | Published: 2025-01-09
仮説検定
欠陥予測のデータセット作成
脆弱性管理

CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics

Authors: Yikun Li, Ting Zhang, Ratnadira Widyasari, Yan Naing Tun, Huu Hung Nguyen, Tan Bui, Ivana Clairine Irsan, Yiran Cheng, Xiang Lan, Han Wei Ang, Frank Liauw, Martin Weyssow, Hong Jin Kang, Eng Lieh Ouh, Lwin Khin Shar, David Lo | Published: 2024-11-26 | Updated: 2025-01-16
LLM性能評価
コード変更分析
脆弱性管理

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?

Authors: Di Cao, Yong Liao, Xiuwei Shang | Published: 2024-10-10
LLM性能評価
脆弱性管理

Harnessing TI Feeds for Exploitation Detection

Authors: Kajal Patel, Zubair Shafiq, Mateus Nogueira, Daniel Sadoc Menasché, Enrico Lovat, Taimur Kashif, Ashton Woiwood, Matheus Martins | Published: 2024-09-12
IoC解析手法
機械学習手法
脆弱性管理

HexaCoder: Secure Code Generation via Oracle-Guided Synthetic Training Data

Authors: Hossein Hajipour, Lea Schönherr, Thorsten Holz, Mario Fritz | Published: 2024-09-10
コード生成
脆弱性管理
自動脆弱性修復

ProphetFuzz: Fully Automated Prediction and Fuzzing of High-Risk Option Combinations with Only Documentation via Large Language Model

Authors: Dawei Wang, Geng Zhou, Li Chen, Dan Li, Yukai Miao | Published: 2024-09-02
オプションに基づくファジング
プロンプトインジェクション
脆弱性管理

Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs

Authors: Nafis Tanveer Islam, Joseph Khoury, Andrew Seong, Elias Bou-Harb, Peyman Najafirad | Published: 2024-09-01
LLMセキュリティ
脆弱性管理
自動脆弱性修復

Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection

Authors: Niklas Risse, Marcel Böhme | Published: 2024-08-23
セキュリティ分析
脆弱性管理
評価手法