The rapid advancement of deepfake generation techniques poses increasing risks to security and privacy. Existing detection methods primarily focus on identifying artifacts in syn-thesized content, ...

The year opened without a reset. The same pressure carried over, and in some places it tightened. Systems people assume are boring or stable are showing up in the wrong places. Attacks moved quietly, ...