Zheyuan Zhan

Falsdo: Benchmarking Artifact-Controlled Multimodal Fake News Verification via Failure-Aligned Auditing

Recent generative AI renders multimodal misinformation structurally harder to detect, making reliable detection dependent on semantic verification grounded in verifiable evidence. However, current benchmarks often fail to isolate true semantic checking from superficial shortcut exploitation. We intr