2 papers
cs.LG2026
A Nonlinear Singular Value Theory for Neural Networks
Brian Charles Brown, Mauricio Munoz, Robert Bridges +2
Recently Brown et al. [2025] established a singular value decomposition (SVD) for maps (especially nonlinear) satisfying certain norm conditions. We prove that most modern neural a…
cs.CR2025
SoK: Honeypots & LLMs, More Than the Sum of Their Parts?
Robert A. Bridges, Thomas R. Mitchell, Mauricio Muñoz +1
The advent of Large Language Models (LLMs) promised to resolve the long-standing paradox in honeypot design: achieving high-fidelity deception with low operational risk. Since late…