2 papers
cs.SE2025
AutoTestForge: A Multidimensional Automated Testing Framework for Natural Language Processing Models
Hengrui Xing, Cong Tian, Liang Zhao +5
In recent years, the application of behavioral testing in Natural Language Processing (NLP) model evaluation has experienced a remarkable and substantial growth. However, the exist…
cs.CL2025
StructuralSleight: Automated Jailbreak Attacks on Large Language Models Utilizing Uncommon Text-Organization Structures
Bangxin Li, Hengrui Xing, Cong Tian +4
Large Language Models (LLMs) are widely used in natural language processing but face the risk of jailbreak attacks that maliciously induce them to generate harmful content. Existin…