2 papers
cs.CL2026
Same Model, Different Weakness: How Language and Modality Reshape the Jailbreak Attack Surface in Frontier MLLMs
Casey Ford, Madison Van Doren, Sicheng Jin +1
The attack surface of a multimodal large language model (MLLM) is language-dependent in ways that reveal the mechanistic structure of alignment failures. We present the first syste…
cs.CL2026
PAREDA: A Multi-Accent Speech Dataset of Natural Language Processing Research Discussions
Sicheng Jin, Dipankar Srirag, Aditya Joshi
While modern Automatic Speech Recognition (ASR) systems achieve high accuracy on benchmark corpora, their performance often degrades when there is real-world variability. This work…