Practical guides and checklists for security practitioners protecting AI systems, models, and data pipelines.
Ingest-based licensing is the #1 SOC complaint about Splunk. From $56.5K entry costs to $400–800K at scale, here are the 2026 alternatives — and why trust-graded AI tiers win.
Five recent cases where AI defense agents were weaponized against the orgs that deployed them — Rogue Agents, Friendly Fire, GhostApproval, Chat-vs-Code, HalluSquatting — and what trust-graded output looks like.
SOC analysts face 11,000 alerts/day with up to 45% false positives. Here's how AI-powered triage changes the math — reducing analyst burnout and cutting mean time to response for real threats.
Prompt injection is the #1 LLM vulnerability. Learn the attack taxonomy (direct, indirect, multi-step), real-world exfiltration examples, SIEM detection rules, and a SOC response playbook before your first incident.
A practical checklist covering what SOC analysts need to monitor, investigate, and respond to when AI systems are part of your organization's attack surface. From model access logs to prompt injection alerts.
Legacy SIEMs flood analysts with thousands of low-context alerts. AI SOC analysts triage, correlate, and respond at machine speed — here's the side-by-side comparison.
6 modules, 20-question assessment, verifiable credential issued immediately.