Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles | Paper Citation Record

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Empirical Softw

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This paper cites anthropic.com/news/model-context-protocol(2024), accessed: 2026-06-02.

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles anthropic.com/news/model-context-protocol(2024), accessed: 2026-06-02

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This paper cites In: Proceedings of the 17th International Conference on Predictive Models and Data Analytics in Software Engineering.

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the 17th International Conference on Predictive Models and Data Analytics in Software Engineering

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This paper cites IEEE Transactions on Software Engineering49(1), 147–165 (2022).

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles IEEE Transactions on Software Engineering49(1), 147–165 (2022)

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This paper cites In: Proceedings of the 17th international confer- ence on mining software repositories.

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the 17th international confer- ence on mining software repositories

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This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles CodeBERT: A Pre-Trained Model for Programming and Natural Languages

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the 30th ACM joint european software engineering conference and symposium on the foundations of software engineering

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This paper cites In: Pro- ceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis.

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Pro- ceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis

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This paper cites ACM Transactions on Software Engineering and Methodology (TOSEM)30(2), 1–27 (2021).

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles ACM Transactions on Software Engineering and Methodology (TOSEM)30(2), 1–27 (2021)

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Computer Standards & Interfaces92, 103917 (2025)

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Ieee transactions on software engineering38(1), 54–72 (2011)

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: 34th USENIX Security Symposium (USENIX Security 25)

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This paper cites Measuring the Exploitation of Weaknesses in the Wild.

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Measuring the Exploitation of Weaknesses in the Wild

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: 34th USENIX Security Symposium (USENIX Security 25)

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This paper cites arXiv preprint arXiv:2506.10204 (2025).

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles arXiv preprint arXiv:2506.10204 (2025)

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: 2023 IEEE Symposium on Security and Privacy (SP)

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This paper cites Journal of machine learning research21(140), 1–67 (2020).

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Journal of machine learning research21(140), 1–67 (2020)

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: 33rd USENIX Security Symposium (USENIX Security

Reference 22

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This paper cites Advances in Neural Information Processing Systems36, 68539–68551 (2023).

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Advances in Neural Information Processing Systems36, 68539–68551 (2023)

Reference 23

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles ACM Transactions on Software Engineering and Methodology34(4), 1–27 (2025)

Reference 24

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Advances in Neural Information Processing Systems36, 8634–8652 (2023)

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles stackoverflow.co/2025/(2025), accessed: 2026-06-02

Reference 26

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Source Code Summarization in the Era of Large Language Models

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)

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This paper cites VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities.

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: DSN (2021)

Reference 32

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles OpenHands: An Open Platform for AI Software Developers as Generalist Agents

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles arXiv preprint arXiv:2511.11019 (2025)

Reference 34

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the 28th ACM joint meeting on european software engineering conference and symposium on the foundations of software engineering

Reference 36

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Sifting the Noise: A Comparative Study of LLM Agents in Vulnerability False Positive Filtering

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 38

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles Advances in Neural Information Processing Systems37, 50528–50652 (2024)

Reference 39

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles arXiv preprint arXiv:2405.01466 (2024)

Reference 41

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles ACM Transactions on Software Engineering and Methodology34(3), 1–30 (2025) Vul4Py 19

Reference 42

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis

Reference 43

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles ACM Transactions on Software Engineering and Methodology34(5), 1–31 (2025)

Reference 44

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Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the IEEE/ACM 46th international conference on software engineering

Reference 45

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This paper cites In: Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results.

Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles In: Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results

Reference 46

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