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Discusses the importance of proper audit logging for AI agents, emphasizing the need for append-only, hash-chained logs that prevent tampering, rather than storing logs in the same writable application database.
This paper proposes Emo-Boost, a multimodal deepfake detection framework that leverages emotion cues (audio-visual emotion recognition) as high-level semantic signals to improve generalization to unseen manipulation types, achieving a 2.1% average AUC improvement on the FakeAVCeleb dataset.
A humorous yet alarming account of a company breach where the attacker, after 3 days of access, contacted IT helpdesk complaining about slow VPN, was given a password reset and upgraded access, then rated IT support 5 stars before being discovered during forensics.
A reflective essay on how lossy compression creates visible artifacts that influence digital aesthetics, forensics, and art.