Healthcare organizations increased cybersecurity investment, yet ransomware and breaches keep rising, threatening patient records and IP. Cyber resilience — the capacity to absorb and recover — must be integral to health IT and clinical systems. AI strengthens defenses with faster threat detection and automated response, but it also creates risks such as model poisoning, data leakage and supply‑chain vulnerabilities, making ML pipeline security and PHI protection essential.
Executives should integrate AI-aware resilience: enforce model governance, strict access controls, continuous monitoring, encryption, validated backups, network segmentation and tested incident playbooks. Use privacy-preserving approaches like federated learning or synthetic data to minimize PHI exposure, and extend vendor risk management to AI providers. Strong governance and staff training will help preserve patient safety, operational continuity and protect critical IP as health systems scale AI.
