Automated Cyber Defence: A Review. - Sanyam Vyas; John Hannay; Andrew Bolton; Pete Burnap (CoRR, 2023)

Mitigating Deep Reinforcement Learning Backdoors in the Neural Activation Space. - Sanyam Vyas; Chris Hicks; Vasilios Mavroudis (SP (Workshops), 2024)

SoK: On Closing the Applicability Gap in Automated Vulnerability Detection. - Ezzeldin Shereen; Dan Ristea; Sanyam Vyas; Shae McFadden; Madeleine Dwyer; Chris Hicks; Vasilios Mavroudis (CoRR, 2024)

Autonomous Cyber Defence by Quantum-Inspired Deep Reinforcement Learning. - Wenbo Feng; Sanyam Vyas; Tingting Li 001 (ICISSP (2), 2025)

Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning. - Sanyam Vyas; Alberto Caron; Chris Hicks; Pete Burnap; Vasilios Mavroudis (CoRR, 2025)