RC RANDOM CHAOS

adversarial-ml

2 posts

MITRE already filed your detection bypass as AML.T0015
Article

MITRE already filed your detection bypass as AML.T0015

ML malware detection is a deterministic classifier with a mappable decision boundary. Attackers exploit its learned bias. That demands more engineering.

OpenCV 5.0 made adversarial perturbations transferable
Article

OpenCV 5.0 made adversarial perturbations transferable

OpenCV 5's bit-exact numerics and expanded encoder control shrink the attacker's modelling error against deepfake detectors. The exposure is structural.