threat-detection
Safeguard articles tagged "threat-detection" — guides, analysis, and best practices for software supply chain and application security.
35 articles
AI Cyber Solutions: What Actually Works in Security
AI cyber solutions are most useful where they reduce analyst toil: triaging alerts, prioritizing vulnerabilities, and drafting remediation. Here is what to trust and what to question.
What is EDR (Endpoint Detection and Response)
What EDR actually detects, how it differs from antivirus, XDR, and MDR, and why supply chain attacks like XZ Utils and 3CX slip past it entirely.
What is SIEM
SIEM explained: how it works, what data feeds it, how it differs from SOAR/XDR, and where reachability-based supply chain security fills its blind spots.
What is a Security Operations Center (SOC)
A clear breakdown of what a Security Operations Center (SOC) is, how it's staffed, the tools it runs, and how it differs from a NOC or CSIRT.
How to configure Falco for runtime security monitoring
A practical walkthrough to configure Falco runtime security in Kubernetes: install, customize rules, route alerts, tune noise, and verify detection end-to-end.
What is a Kill Chain
What is a cyber kill chain? A staged breakdown of how attacks unfold, from Lockheed Martin's 7 stages to why supply chain attacks break the model.
How to configure SIEM alerting rules
A step-by-step guide to configure SIEM alerting rules: from use case development through Splunk alert configuration to detection rule tuning.
What is Threat Detection
Threat detection means spotting active attacks before they succeed. See real dwell-time data, CVE examples, and detection metrics that matter.
How an AI-Based Security System Works in Modern Application Security
An AI-based security system uses machine learning to detect threats and prioritize risk at a scale humans cannot match. Here is what it does well, and where it needs guardrails.
Threat Hunting in the Software Supply Chain
Proactive threat hunting techniques adapted for software supply chain security—because waiting for alerts isn't enough when adversaries hide in your dependencies.
Detecting container threats in OCI with Cloud Guard
How OCI Cloud Guard detects container threats in OKE — detector recipes, responder rules, real blind spots, and where Safeguard adds runtime and supply-chain coverage.
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