How Deep Learning Models Replicate Attack Patterns Like Poisoning and Boundary Attacks (And Why It Matters For AI Security)
Imagine you’re training a smart assistant to recognize handwritten digits—simple, right? Now, what if a clever hacker secretly added a few misleading examples to your training data, or manipulated the boundaries where your assistant decides one digit ends and another begins? Suddenly, your once-reliable model starts making mistakes—or worse, responds to hidden triggers only the…
