AI Model Extraction Tests: Rate Limits and Alerts
Test rate limits, detection and user impact to measure, tune and retest defences against distributed AI model extraction.
Read moreSecurity Operations
Blog posts in the Security Operations category
Spectral Signatures in Backdoor Attacks: Study Review
Explains spectral scoring to flag poisoned training samples, its limits, and why testing filter-and-retrain on your data is essential.
Read more
SharePoint Repository Connectors for AI Agents
Deploy a read-only SharePoint connector for AI agents with access checks, minimal Graph permissions, cited retrieval and testing.
Read more
Securing Agentic AI: Cloud Security Training Guide
UK cloud team checklist for securing agentic AI: identity, least privilege, sandboxing, approvals and tamper‑evident logs.
Read more
Prompt Versioning Tools: 7 Checks Before Selection
Test prompt versioning tools against seven mandatory controls—immutable history, diffs, release labels, rollback, approvals, environment isolation and auditability.
Read more
2026 Study: Drift Governance in Enterprise IaC
Measure IaC drift by verified fixes, not alerts: ensure estate-wide coverage, timed scans, policy approvals and audit-ready closures.
Read more
Multi-Cluster Kubernetes Config Management Guide
GitOps for multi-cluster Kubernetes: use bases/overlays, labels for targeting, external secret references, and promote immutable releases.
Read more
DevSecOps Pipeline Design: Shift-Left Validation
Block most pipeline risk before release: shift security checks left, only block high-risk issues, and retain signed artefact evidence.
Read more
Malware Response Automation with SOAR
Normalise and enrich alerts, enforce approval gates for risky containment, log every action and reduce MTTR safely.
Read more