Indicator Expiration in Threat Intelligence: Why You're Still Blocking Dead IPs
Most threat intelligence programs collect indicators but never retire them. Here's why expiring stale IOCs is an operational requirement, not housekeeping.
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DevOps
10 posts tagged DevOps from Intel DevOps.
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Covert Channel Detection in Intelligence Infrastructure: What Your Network Traffic Is Confessing
Covert channels hide data in plain-sight traffic. Here's how intelligence teams build detection pipelines that catch exfiltration without burning their own ops.
T. HoltAttribution Confidence Scoring: Why Your Threat Intel Is Lying About How Sure It Is
Learn how to build quantified confidence scoring into threat attribution pipelines so analysts stop mistaking 'probably' for 'definitely' in intelligence reporting.
T. HoltOperational Deduplication in Intelligence Pipelines: When You're Paying to Process the Same Threat Twice
Duplicate threat data silently inflates your pipeline costs and distorts analyst judgment. Here's how to build deduplication that actually works for intel ops.
T. HoltEphemeral Infrastructure for Covert Operations: Why Persistent Environments Are a Liability
Persistent cloud environments are an operational security nightmare for intel teams. Here's how ephemeral infrastructure changes the calculus.
T. HoltData Retention Policies for Intelligence Operations: The Files You Keep Are the Ones That Get You Killed
How intelligence teams get burned by poor data retention policies, and how to build a defensible, automated approach that limits exposure without losing operational value.
T. HoltLog Aggregation for Intelligence Operations: What Your SIEM Knows That You Don't
Most SIEM deployments in intelligence operations are collecting the wrong data, in the wrong order, for the wrong consumers. Here's how to fix that.
T. HoltThreat Intelligence Pipelines: Why Your Data Enrichment Layer Is Lying to You
Most threat intel pipelines fail silently at the enrichment stage. Here's why your data is getting corrupted before it ever reaches an analyst.
T. HoltIdentity and Access Management for Intelligence Teams: When 'Need to Know' Becomes an Engineering Problem
How intelligence teams can engineer need-to-know access controls into modern IAM systems without sacrificing operational speed or compartmentalization.
T. HoltCI/CD for Spooks: Automating the Intelligence Cycle
The intelligence cycle has the same bottlenecks as pre-DevOps software delivery. The fix is the same too.
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