most citedDistillSeq: A Framework for Safety Alignment Testing in Large Language Models using Knowledge Distillation

11 citations · 11 across the 3 of their papers we have counts for

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cs.CL2024

Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection

Yuxi Li, Yi Liu, Gelei Deng +7

With the expanding application of Large Language Models (LLMs) in various domains, it becomes imperative to comprehensively investigate their unforeseen behaviors and consequent ou…

cs.CL2024★ 3 cited

Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation

Yi Liu, Guowei Yang, Gelei Deng +5

With the prevalence of text-to-image generative models, their safety becomes a critical concern. adversarial testing techniques have been developed to probe whether such models can…