As AI moves from research labs into safety-critical domains like autonomous driving , healthcare , and financial systems , vulnerabilities become physical risks.
Robustness ensures a model's behavior remains predictable and consistent even under stress.
Regulations like the EU AI Act now mandate adversarial robustness for high-risk AI systems. Common Adversarial Attacks
As AI moves from research labs into safety-critical domains like autonomous driving , healthcare , and financial systems , vulnerabilities become physical risks.
Robustness ensures a model's behavior remains predictable and consistent even under stress. Machine Learning Algorithms: Adversarial Robust...
Regulations like the EU AI Act now mandate adversarial robustness for high-risk AI systems. Common Adversarial Attacks As AI moves from research labs into safety-critical