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Myles Foley
Myles Foley
Doctoral Researcher, Imperial College London
Dirección de correo verificada de imperial.ac.uk - Página principal
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Autonomous network defence using reinforcement learning
M Foley, C Hicks, K Highnam, V Mavroudis
Proceedings of the 2022 ACM on Asia Conference on Computer and …, 2022
232022
HAXSS: Hierarchical Reinforcement Learning for XSS Payload Generation
M Foley, S Maffeis
2022 IEEE International Conference on Trust, Security and Privacy in …, 2023
82023
SQIRL: Grey-Box Detection of SQL Injection Vulnerabilities Using Reinforcement Learning
S Al Wahaibi, M Foley, S Maffeis
Proceedings of the 32nd USENIX Security Symposium, 6097-6114, 2023
72023
Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning
C Hicks, V Mavroudis, M Foley, T Davies, K Highnam, T Watson
Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security …, 2023
52023
Inroads into autonomous network defence using explained reinforcement learning
M Foley, M Wang, C Hicks, V Mavroudis
arXiv preprint arXiv:2306.09318, 2023
52023
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models
M Foley, A Rawat, T Lee, Y Hou, G Picco, G Zizzo
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
42023
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Artículos 1–6