Author

Dasom Choi

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Preprint Sep 2026

IMFD: End-to-end Multi-Face Forgery Detection through Instruction-based Large Vision-Language Models

Experimental results and analyses show that IMFD improves multi-face forgery detection by integrating face bounding boxes into the instruction, and consistently outperforms various state-of-the-art methods.

Dasom Choi, Sang-Jun Moon, Hyeongchan Im et al. · 0 citations

#artificial intelligence Preprint Sep 2026

TripPattern: A Pattern-based Text Watermarking Method for Large Language Models

TripPattern is a watermarking framework that formulates text watermarking as a pattern-based matching task using three vocabulary partitions, which maintains LLM generation quality while achieving robust watermark detectability.

Sang-Jun Moon, Dasom Choi, Jingun Kwon et al. · 0 citations