Josh Collyer
Scholar

Josh Collyer

Google Scholar ID: iGV1gowAAAAJ
PhD Student, Loughborough University
cybermachine learningdeep learningbinary analysisinformation retrieval
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Citations & Impact
All-time
Citations
84
 
H-index
3
 
i10-index
2
 
Publications
6
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
5 items
Exact Certification of Data-Poisoning Attacks Using Mixed-Integer Programming
2026
Cited
0
Detection of AI Generated Images Using Combined Uncertainty Measures and Particle Swarm Optimised Rejection Mechanism
2025
Cited
0
Abstract Gradient Training: A Unified Certification Framework for Data Poisoning, Unlearning, and Differential Privacy
2025
Cited
0
Towards Reliable and Practical LLM Security Evaluations via Bayesian Modelling
2025
Cited
0
Architectural Backdoors in Deep Learning: A Survey of Vulnerabilities, Detection, and Defense
2025
Cited
0
Resume (English only)
Co-authors
6 total
Neil Dhir
Neil Dhir
Focused Energy
Iain Phillips
Iain Phillips
Loughborough University
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Victoria Childress
Victoria Childress
Data Scientist - AI Security, The Alan Turing Institute
Jodie Knapp
Jodie Knapp
University of Surrey