biometric security, intelligence liveness detection, AIGC detection, multimodal reasoning, algorithmic solutions, Fraud Detection, document understanding, media forensics, deep learning stacks, AI agent, trustworthy AI, generative model detection, deepfake defense, vision-language models, provenance analysis