2 papers
cs.LG2025
TokenBreak: Bypassing Text Classification Models Through Token Manipulation
Kasimir Schulz, Kenneth Yeung, Kieran Evans
Natural Language Processing (NLP) models are used for text-related tasks such as classification and generation. To complete these tasks, input data is first tokenized from human-re…
cs.CR2024
Knowledge Return Oriented Prompting (KROP)
Jason Martin, Kenneth Yeung
Many Large Language Models (LLMs) and LLM-powered apps deployed today use some form of prompt filter or alignment to protect their integrity. However, these measures aren't foolpro…