Automated Repair of OpenID Connect Programs
Tamjid Al Rahat, Yanju Chen, Yu Feng, Yuan Tian
摘要
OpenID Connect has revolutionized online authentication based on single sign-on (SSO) by providing a secure and convenient method for accessing multiple services with a single set of credentials. Despite its widespread adoption, critical security bugs in OpenID Connect have resulted in significant financial losses and security breaches, highlighting the need for robust mitigation strategies. Automated program repair presents a promising solution for generating candidate patches for OpenID implementations. However, challenges such as domain-specific complexities and the necessity for precise fault localization and patch verification must be addressed. We propose AuthFix, a counterexample-guided repair engine leveraging LLMs for automated OpenID bug fixing. AuthFix integrates three key components: fault localization, patch synthesis, and patch verification. By employing a novel Petri-net-based model checker, AuthFix ensures the correctness of patches by effectively modeling interactions. Our evaluation on a dataset of OpenID bugs demonstrates that AuthFix successfully generated correct patches for 17 out of 23 bugs (74%), with a high proportion of patches semantically equivalent to developer-written fixes.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
它引用的顶会 Paper12
- Retrieval-Augmented Generation for Knowledge-Intensive NLP TasksPatrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni 等NeurIPS 2020 · 被引用 19,162 次
- CoCoNuT: combining context-aware neural translation models using ensemble for program repairThibaud Lutellier, Hung Viet Pham, Lawrence Pang, Yitong Li 等ISSTA 2020 · 被引用 325 次
- Automated Program Repair in the Era of Large Pre-trained Language ModelsChunqiu Steven Xia, Yuxiang Wei, Lingming ZhangICSE 2023 · 被引用 321 次
- CURE: Code-Aware Neural Machine Translation for Automatic Program RepairNan Jiang, Thibaud Lutellier, Lin TanICSE 2021 · 被引用 267 次
- DLFix: context-based code transformation learning for automated program repairYi Li, Shaohua Wang, Tien N. NguyenICSE 2020 · 被引用 201 次
相关 Paper
- AuthSaber: Automated Safety Verification of OpenID Connect ProgramsTamjid Al Rahat, Yu Feng, Yuan TianCCS 2024 · 被引用 1 次
- A Deep Dive into Large Language Models for Automated Bug Localization and RepairSoneya Binta Hossain, Nan Jiang, Qiang Zhou, Xiaopeng Li 等FSE 2024 · 被引用 60 次
- PATCHAGENT: A Practical Program Repair Agent Mimicking Human ExpertiseZheng Yu, Ziyi Guo, Yuhang Wu, Jiahao Yu 等USENIX Security 2025
- Synthetic Repo-level Bug Dataset for Training Automated Program Repair ModelsMinh V. T. Pham, Huy N. Phan, Nhat Hoang Phan, Cuong Chi Le 等ICSE 2026
- Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault LocalizationPedro Orvalho, Mikolás Janota, Vasco M. ManquinhoAAAI 2025 · 被引用 4 次
