Paren, Alasdair
- Enhancing Neural Network Interpretability with Feature-Aligned Sparse Autoencoders
2024/11/02 by Luke Marks, Alasdair Paren, Marks, Luke +5 · 10 citations
Computer Science · #Speech Recognition and Synthesis #Neural Networks and Applications #Explainable Artificial Intelligence (XAI)
- A Stochastic Bundle Method for Interpolating Networks
2022/01/29 by Paren, Alasdair, Berrada, Leonard, Poudel, Rudra P. K. +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
2024/10/30 by Tom A. Lamb, Adam Davies, Lamb, Tom A. +7 · 2 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- ToolTweak: An Attack on Tool Selection in LLM-based Agents
2025/10/02 by Jonathan Sneh, Ruomei Yan, Sneh, Jonathan +15 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Web Application Security Vulnerabilities
- FORCE: Transferable Visual Jailbreaking Attacks via Feature Over-Reliance CorrEction
2025/09/25 by Lin, Runqi, Paren, Alasdair, Yuan, Suqin +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)