RvB: Automating AI System Hardening via Iterative Red-Blue Games
Authors: Lige Huang, Zicheng Liu, Jie Zhang, Lewen Yan, Dongrui Liu, Jing Shao | Published: 2026-01-27
自動脆弱性修復
FALCON: Autonomous Cyber Threat Intelligence Mining with LLMs for IDS Rule Generation
Authors: Shaswata Mitra, Azim Bazarov, Martin Duclos, Sudip Mittal, Aritran Piplai, Md Rayhanur Rahman, Edward Zieglar, Shahram Rahimi | Published: 2025-08-26
LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models
Authors: Mohamad Fakih, Rahul Dharmaji, Halima Bouzidi, Gustavo Quiros Araya, Oluwatosin Ogundare, Mohammad Abdullah Al Faruque | Published: 2025-01-07
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
HexaCoder: Secure Code Generation via Oracle-Guided Synthetic Training Data
Authors: Hossein Hajipour, Lea Schönherr, Thorsten Holz, Mario Fritz | Published: 2024-09-10
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
ACFIX: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts
Authors: Lyuye Zhang, Kaixuan Li, Kairan Sun, Daoyuan Wu, Ye Liu, Haoye Tian, Yang Liu | Published: 2024-03-11 | Updated: 2024-03-18
Examining Zero-Shot Vulnerability Repair with Large Language Models
Authors: Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt | Published: 2021-12-03 | Updated: 2022-08-15
A ground-truth dataset of real security patches
Authors: Sofia Reis, Rui Abreu | Published: 2021-10-18
A Modern Analysis of Aging Machine Learning Based IoT Cybersecurity Methods
Authors: Sam Strecker, Rushit Dave, Nyle Siddiqui, Naeem Seliya | Published: 2021-10-15