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Deep-dives, investigation write-ups, tooling notes and transparent product updates from the mlab team. Written for analysts who want the indicators, the method and the fix.

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October 20, 2026

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Page 5 of 9
Threat Hunting

Detection as Code: Versioning, Testing, and Shipping Your Rules

Treat your YARA and Sigma rules like software: git workflows, code review, CI validation, unit tests against real samples, staged rollout, and rollback when a rule goes bad.

#detection-as-code#ci-cd7 min
Soc

Alert Fatigue Is a Design Problem, Not a Staffing Problem

SOCs do not drown because they lack analysts. They drown because the alert pipeline was never designed. Here is a framework for fixing it end to end.

#alert-fatigue#soc6 min
Incident Response

Memory Forensics 101: What Lives in RAM and Why It Matters

An accessible introduction to volatile evidence: what only exists in RAM, when to capture it, and how to start analyzing memory images with Volatility 3.

#memory-forensics#dfir7 min
Compliance

NIS2 vs DORA vs GDPR: Untangling EU Cybersecurity Regulation

Three EU regulations, three different scopes, one confused compliance team. A clear map of who each one covers, where they overlap, and what to fix first.

#nis2#dora7 min
Vulnerability Management

The Vulnerabilities Threat Actors Actually Exploit

Attackers do not exploit CVEs at random. Cross-referencing actor profiles with their known exploited vulnerabilities reveals clear patterns you can use to prioritize patching.

#threat-actors#cve6 min
Incident Response

Building Incident Playbooks People Actually Follow

Most IR playbooks die in a wiki: too long, written for auditors, never exercised. Here is how to write short, decision-oriented runbooks your team will use at 3 a.m.

#playbooks#runbooks7 min
Threat Hunting

Living Off the Land: Detecting LOLBins Before They Detect You

Attackers abuse trusted Windows binaries like certutil, mshta and rundll32 to stay invisible. Here is why signatures fail, how to baseline legitimate use, and how to write Sigma that separates admin work from abuse.

#lolbins#sigma7 min
Fundamentals

Regex for Security Analysts: Patterns You'll Use Every Week

A practical regex cookbook for log analysis and IOC extraction: IPs, domains, URLs, hashes, base64 and defanged indicators, plus the mistakes that quietly break your matches.

#regex#log-analysis7 min
Incident Response

Business Email Compromise: The Billion-Dollar Attack Nobody Detects

BEC needs no malware, no exploit, and no payload. Just a convincing email and a wire transfer. Here is how it works, why tools miss it, and what stops it.

#bec#phishing6 min
Engineering

inkdex: an index that states facts, a scanner that judges them

Studies, benchmarks and build notes. Method first, numbers included, losses too.

Read the latest note
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