Adversarial Attack: A New Threat to Smart Devices and How to Defend It

This article introduces adversarial attack, a recently-unveiled security threat to consumer electronics, especially those utilizing machine learning techniques. We start with the fundamental knowledge including what are adversarial examples, how to realize such attacks, and common defense methods. Adversarial training enhances models’ resilience to adversarial attacks by taking both regular and ad...