Myles Foley

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 9

Top Topics

Communication Networks

State Abstraction

Reinforcement Learning

Statistical Language Modeling

Top Venues

USENIX Security Symposium

Publications

Chris Hicks, Vasilios Mavroudis, Myles Foley, Thomas Davies, Kate Highnam, Tim Watson
Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning. CoRR (2023)
Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models. ACL (1) (2023)
Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models. CoRR (2023)
Chris Hicks, Vasilios Mavroudis, Myles Foley, Thomas Davies, Kate Highnam, Tim Watson
Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning. AISec@CCS (2023)
Salim Al Wahaibi, Myles Foley, Sergio Maffeis
SQIRL: Grey-Box Detection of SQL Injection Vulnerabilities Using Reinforcement Learning. USENIX Security Symposium (2023)
Myles Foley, Mia Wang, Zoe M, Chris Hicks, Vasilios Mavroudis
Inroads into Autonomous Network Defence using Explained Reinforcement Learning. CoRR (2023)
Myles Foley, Sergio Maffeis
Haxss: Hierarchical Reinforcement Learning for XSS Payload Generation. TrustCom (2022)
Myles Foley, Mia Wang, Zoe M, Chris Hicks, Vasilios Mavroudis
Inroads into Autonomous Network Defence using Explained Reinforcement Learning. CAMLIS (2022)
Myles Foley, Chris Hicks, Kate Highnam, Vasilios Mavroudis
Autonomous Network Defence using Reinforcement Learning. AsiaCCS (2022)