DDoS Protection The Hidden Gaps in DDoS Defense – Why AI Context Matters Cloud-based services today face increasingly sophisticated and dynamic DDoS threats. While detection engines have evolved—leveraging behavioral baselines and automated mitigation—one core operational challenge remains: real-time visibility and context during an ongoing attack. Lena Frid |July 03, 2025