Josh Collyer

According to our database, Josh Collyer authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Exact Certification of Data-Poisoning Attacks Using Mixed-Integer Programming.

Philip Sosnin, Jodie Knapp, Fraser Kennedy, Josh Collyer, Calvin Tsay

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2026

2025

Detection of AI Generated Images Using Combined Uncertainty Measures and Particle Swarm Optimised Rejection Mechanism.

Rahul Yumlembam, Biju Issac, Nauman Aslam, Eaby Kollonoor Babu, Josh Collyer, Fraser Kennedy

CoRR, December, 2025

Abstract Gradient Training: A Unified Certification Framework for Data Poisoning, Unlearning, and Differential Privacy.

Philip Sosnin, Matthew Wicker, Josh Collyer, Calvin Tsay

CoRR, November, 2025

Towards Reliable and Practical LLM Security Evaluations via Bayesian Modelling.

Mary Llewellyn, Annie Gray, Josh Collyer, Michael Harries

CoRR, October, 2025

Architectural Backdoors in Deep Learning: A Survey of Vulnerabilities, Detection, and Defense.

Victoria Childress, Josh Collyer, Jodie Knapp

CoRR, July, 2025

2024

Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets.

Joshua Collyer, Tim Watson, Iain Phillips

CoRR, 2024

2023

FASER: Binary Code Similarity Search through the use of Intermediate Representations.

Josh Collyer, Tim Watson, Iain Phillips

Proceedings of the Conference on Applied Machine Learning in Information Security, 2023

2022

Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation.

Alex Andrew, Sam Spillard, Joshua Collyer, Neil Dhir

CoRR, 2022