Anomaly Detection
Machine Learning
SOC
AI Security
Navigating Anomaly Detection for Cybersecurity
January 14, 20257 min read
Related Articles
AI Security
Is AI the Future of Cybersecurity?
While AI and Machine Learning offer critical support for SOC analysts, we're not quite in a place where AI can take over completely. Learn why the hybrid model combining AI with human creativity is the best solution.
January 12, 2025Read
SOC Automation
Governing AI in the SOC: The Case for a Trust Layer
If AI is making security decisions inside your environment, who's accountable when it's wrong? Alina Marcu, PhD, on why AI in the SOC needs a Trust Layer — grounded decisions, governed agentic investigations, and the architecture CISOs need before the board asks what happened.
April 28, 2026Read
SOC Automation
Why SOAR Breaks at Scale, and What Actually Replaces It
SOAR hit its ceiling. Playbook sprawl, LLM inconsistency, and headcount-driven scaling broke the model. Here's what the next layer of SOC automation looks like.
April 21, 2026Read