AI-driven cybersecurity & forensicsAI驱动的网络安全与取证
AI-generated multimedia content detection, deepfake forensics, and finger vein recognition/security.AI生成多媒体内容检测、深度伪造取证、指静脉识别与安全。
№ 02
ABOUT / MANIFESTO关于 / 宣言
I design forensic AI that is useful, explainable, and deployable. 我致力于设计有用、可解释、可部署的取证人工智能。
My research addresses real-world cybersecurity and AI-safety challenges at the intersection of trustworthy machine learning, computer vision, and multimedia security. I develop robust, interpretable, and fair AI systems for deepfake detection, forensics, biometric anti-spoofing, and privacy-preserving AI. 我的研究关注可信机器学习、计算机视觉与多媒体安全交叉处的真实网络安全与 AI 安全问题，目标是构建鲁棒、可解释、公平的深度伪造检测、多媒体取证、生物特征防伪与隐私保护 AI 系统。
I am interested in human-centered, higher-level, human-friendly ML concepts that make model behavior understandable to researchers, investigators, engineers, and the wider public. 我关注以人为中心、更高层次、易于理解的机器学习表达方式，使研究人员、调查人员、工程师和公众都能理解模型行为。
