DeBERTa-ConPara: Attack-Aware and Deployment-Realistic Detection of AI-Generated Text

Robust detection of AI-generated text under deployment conditions is challenging: distribution shifts across domains and generators, adversarial perturbations of the input surface, and the absence of target-domain labels for threshold calibration all degrade detectors that perform well in-domain...

A week in security (November 06 – November 12)

Last week on Malwarebytes Labs: Defeating Little Brother requires a new outlook on privacy: Lock and Code S04E23 Medical research data Advarra stolen after SIM swap Okta breach happened after employee logged into personal Google account Introducing ThreatDown: A new chapter for Malwarebytes...