scholarship Researchers can fool machine-learning vision systems with a single, well-placed pixel Cory Doctorow

AI Adversarial examples: attack can imperceptibly alter any sound (or silence), embedding speech that only voice-assistants will hear Cory Doctorow

scholarship Adversarial patches: colorful circles that convince machine-learning vision system to ignore everything else Cory Doctorow

scholarship The "universal adversarial preturbation" undetectably alters images so AI can't recognize them Cory Doctorow