Author

Mirae Kim

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#natural language process... Preprint Aug 2026

A Shaky Voice Is Not Always a Dodge: Benchmarking Textual and Vocal Evasion Detection in Earnings Calls

DualEvasion is introduced, a benchmark for evasion detection across text and audio in earnings call Q&A, and suggests state-of-the-art multimodal models struggle to detect vocal confidence, particularly on unconfident responses.

Mirae Kim, Seonghun Jeong, Youngjun Kwak · 0 citations

#artificial intelligence Feb 2026

FENCE: A Financial and Multimodal Jailbreak Detection Dataset

FENCE, a bilingual (Korean-English) multimodal dataset for training and evaluating jailbreak detectors in financial applications, provides a focused resource for advancing multimodal jailbreak detection in finance and for supporting safer, more reliable AI systems in sensitive domains.

Mirae Kim, Seonghun Jeong, Youngjun Kwak · arXiv.org · 0 citations