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Dongsen Zhang

3 accepted papers

2026

AVFakeBench: A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs

CVPR 2026

The threat of Audio-Video (AV) forgery is rapidly evolving beyond human-centric deepfakes to include more diverse manipulations across complex natural scenes. However, existing benchmarks are still confined to DeepFake-based forgeries and single-granularity annotations, thus failing to capture the d

Cited by 0SourceScholar
2026

MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents

ICLR 2026poster

The Model Context Protocol (MCP) standardizes how large language model (LLM) agents discover, describe, and call external tools. While MCP unlocks broad interoperability, it also enlarges the attack surface by making tools first-class, composable objects with natural-language metadata, and standardi…

Cited by 0SourcecodeScholar
2025

Eye Movements as Images: A Multimodal Framework for Eye Movements Representation

ICASSP 2025accepted

Eye movements are increasingly popular for enhancing natural language processing and modeling individual states. Although specialized methods have been developed to represent eye movements for various tasks, effectively modeling the complex dynamics of eye movements and the heterogeneity with stimul…

Cited by 0SourceScholar