ORCA
Online Research @ CardiffÂ
Browse by Current Cardiff authors
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Vyas, Sanyam, Caron, Alberto, Hicks, Chris, Burnap, Peter  ORCID: https://orcid.org/0000-0003-0396-633X and Mavroudis, Vasilios
2026.
Beyond training-time poisoning: Component-level and post-training backdoors in deep reinforcement learning.
Presented at: AAAI Conference on Artificial Intelligence Conference,
Singapore,
20-27 January 2026.
Proceedings of the AAAI Conference on Artificial Intelligence
, vol.40
(31)
Washington DC, USA:
AAAI Press,
pp. 26072-26080.
10.1609/aaai.v40i31.39809
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Vyas, Sanyam, Bolton, Andrew, Mavroudis, Vasilios and Burnap, Peter ORCID: https://orcid.org/0000-0003-0396-633X
2025.
Towards the deployment of realistic autonomous cyber network defence: A systematic review.
ACM Computing Surveys
58
(1)
, 5.
10.1145/3729213
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Vyas, Sanyam
2025.
Adversarial backdoors in Deep Reinforcement Learning:
Novel supply chain vulnerabilities and detection strategies.
PhD Thesis,
Cardiff University.
Item availability restricted. |
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Feng, Wenbo, Vyas, Sanyam and Li, Tingting ORCID: https://orcid.org/0000-0002-9448-1655
2025.
Autonomous cyber defence by quantum-inspired deep reinforcement learning.
Presented at: 11th International Conference on Information Systems Security and Privacy,
Porto, Portugal,
20-22 February 2025.
Published in: Di Pietro, Roberto, Renaud, Karen and Mori, Paolo eds.
Proceedings of the 11th International Conference on Information Systems Security and Privacy.
, vol.2
SciTePress,
pp. 184-191.
10.5220/0013151800003899
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