19Where do security activities sit in the lifecycle of an AI feature, from idea to retirement?▼mediumNewMicrosoftGoogleAmazon◆ premiumAI features need the usual secure development steps plus a few that most lifecycles lack. The scored answer places each activity at the stage where it is cheapest and names the gate.Open full answer →
44How do software vulnerabilities actually arise? Give a root-cause taxonomy and explain how each class is found and prevented.▼easyNewGoogleMicrosoftAmazon◆ premiumA vulnerability is a gap between what the code assumes and what an attacker can make true. Nearly every one falls into a handful of root causes, and each has a matching way to find and prevent it.Open full answer →