Siracusano, Giuseppe

AutoPenBench: a vulnerability testing benchmark for generative agents

Gioacchini, L., Delsanto, A., Drago, I., Mellia, M., Siracusano, G., & Bifulco, R. (2025) · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track

Adversarial Robustness in Machine LearningNatural Language Processing Techniques

Cited by 4

AgentQuest: a modular benchmark framework to measure progress and improve LLM agents

Gioacchini, L., Siracusano, G., Sanvito, D., Gashteovski, K., Friede, D., Bifulco, R., & Lawrence, C. (2024) · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 3: System Demonstrations)

Natural Language Processing TechniquesSpeech and dialogue systems

Cited by 4

syslrn: learning what to monitor for efficient anomaly detection

Sanvito, D., Siracusano, G., Santhanam, S., Gonzalez, R., & Bifulco, R. (2022) · Proceedings of the 2nd European Workshop on Machine Learning and Systems

Software System Performance and ReliabilityNetwork Security and Intrusion Detection

Cited by 4

AutoPenBench: Benchmarking Generative Agents for Penetration Testing

Gioacchini, L., Mellia, M., Drago, I., Delsanto, A., Siracusano, G., & Bifulco, R. (2024) · arXiv

Web Application Security VulnerabilitiesAdversarial Robustness in Machine Learning

Cited by 3

AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents

Gioacchini, L., Siracusano, G., Sanvito, D., Gashteovski, K., Friede, D., Bifulco, R., & Lawrence, C. (2024) · arXiv

AI-based Problem Solving and PlanningTopic Modeling

Cited by 2