Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation. - Alex Andrew; Sam Spillard; Joshua Collyer; Neil Dhir (CoRR, 2022)

FASER: Binary Code Similarity Search through the use of Intermediate Representations. - Josh Collyer; Tim Watson; Iain Phillips (CAMLIS, 2023)

Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets. - Joshua Collyer; Tim Watson; Iain Phillips (CoRR, 2024)

Architectural Backdoors in Deep Learning: A Survey of Vulnerabilities, Detection, and Defense. - Victoria Childress; Josh Collyer; Jodie Knapp (CoRR, 2025)