Sotabase

Career

· Researcher, Torr Vision Group, University of Oxford2024–
· Researcher in Deep Learning Optimization, University of Oxford2022–

Publications (11)

MIP against Agent: Malicious Image Patches Hijacking Multimodal OS Agents
2025
9
cited
A Stochastic Bundle Method for Interpolating Networks
arXiv.org · 2022
6
cited
Focus On This, Not That! Steering LLMs With Adaptive Feature Specification
International Conference on Machine Learning · 2024
5
cited
Shh, don't say that! Domain Certification in LLMs
International Conference on Learning Representations · 2025
4
cited
ToolTweak: An Attack on Tool Selection in LLM-based Agents
arXiv.org · 2025
4
cited
A Stochastic Bundle Method for Interpolation
Journal of machine learning research · 2022
2
cited
BiasBusters: Uncovering and Mitigating Tool Selection Bias in Large Language Models
arXiv.org · 2025
1
cited
FORCE: Transferable Visual Jailbreaking Attacks via Feature Over-Reliance CorrEction
arXiv.org · 2025
1
cited
Training Binarized Neural Networks the Easy Way
British Machine Vision Conference · 2022
1
cited
Faking Interpolation Until You Make It
Trans. Mach. Learn. Res. · 2022
Universal In-Context Approximation By Prompting Fully Recurrent Models
Neural Information Processing Systems · 2024
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Alasdair Paren | Researcher Profile | Sotabase | Sotabase