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Publications

(2026). What Makes Software Bugs Escape Testing? Evidence from a Large-Scale Empirical Study. 2026 56th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN).
(2026). Reading between the Lines: Context-Aware AI-based generation of software exploits. Empirical Software Engineering.
(2025). Human-Written vs. AI-Generated Code: A Large-Scale Study of Defects, Vulnerabilities, and Complexity. 2025 IEEE 36th International Symposium on Software Reliability Engineering (ISSRE).
(2025). Detecting Stealthy Data Poisoning Attacks in AI Code Generators. 2025 IEEE 36th International Symposium on Software Reliability Engineering Workshops (ISSREW).
(2025). Quality In, Quality Out: Investigating Training Data's Role in AI Code Generation. IEEE/ACM 33rd International Conference on Program Comprehension (ICPC 2025).
(2025). Enhancing robustness of ai offensive code generators via data augmentation. Empirical Software Engineering.
(2024). Enhancing AI-based Generation of Software Exploits with Contextual Information. 2024 IEEE 35th International Symposium on Software Reliability Engineering (ISSRE).
(2024). Automating the correctness assessment of AI-generated code for security contexts. Journal of Systems and Software.
(2024). Vulnerabilities in ai code generators: Exploring targeted data poisoning attacks. Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension.
(2024). AI Code Generators for Security: Friend or Foe?. IEEE Security & Privacy.