2 papers
cs.LG2025
Gradient-Optimized Fuzzy Classifier: A Benchmark Study Against State-of-the-Art Models
Magnus Sieverding, Nathan Steffen, Kelly Cohen
This paper presents a performance benchmarking study of a Gradient-Optimized Fuzzy Inference System (GF) classifier against several state-of-the-art machine learning models, includ…
cs.CL2025
Jailbreak Detection in Clinical Training LLMs Using Feature-Based Predictive Models
Tri Nguyen, Lohith Srikanth Pentapalli, Magnus Sieverding +11
Jailbreaking in Large Language Models (LLMs) threatens their safe use in sensitive domains like education by allowing users to bypass ethical safeguards. This study focuses on dete…