Using a Local LLM to Explain Security Alerts: What Works and What Doesn’t
Exploring the use of a locally-run LLM to explain security alerts, suggest remediation, and draft detection rules, based on a…
Wazuh and AI: Anomaly Detection and Event Correlation Explained
Explore how Wazuh integrates with AI for anomaly detection and event correlation. Learn about the FlowMLP model, custom rule sets,…
From Alerts to Kill Chains: Reconstructing Multi-Step Attacks in a Wazuh Lab
Learn how a Wazuh-based monitoring lab detects and correlates multi-step attacks. We walk through seven scenarios, from single actions to…
Monitoring OWASP Juice Shop with Rules, Machine Learning and a Local LLM
A lab project integrates rule-based detection, behavioral analysis, machine learning, and a local LLM to monitor OWASP Juice Shop for…
DGA Domain Detection with Machine Learning: A Practical DNS Monitoring Guide
Learn how DNS monitoring detects malware domains. Explore DGA detection using machine learning models like LSTM and Random Forest, and…
Random Forest vs LSTM for DGA Detection: Generalizing to Unseen Malware Families
A deep dive comparing Random Forest and LSTM models for DGA detection, analyzing accuracy, generalization to unseen malware families, and…
Linking Windows Events into Attack Chains with Wazuh, Vector and a Behavior Model
Learn how a lab project integrates Wazuh, Vector, and a behavior model to transform isolated Windows event logs into correlated…
Testing Attack-Chain Detection with MITRE Caldera in a Home Lab
Learn how a Wazuh-based lab system used MITRE Caldera to validate attack-chain detection, model scoring, resilience, and incident-response support.
Building a Fault-Tolerant Log Pipeline for Security Monitoring
Learn how a fault-tolerant security log pipeline prevents silent log loss, survives component failures, and keeps attack-chain detection reliable.
Solve 'Apply Pressure' Crossword Clues
Learn the systematic approach to deciphering crossword clues like 'apply pressure and friction to something,' including common answers, letter patterns,…
Solving 'Many A' Crossword Clues
Learn how to crack the common crossword clue 'many a' by understanding its grammatical role and discovering the most likely…
Determined, Inflexible Crossword Clue Solved
We explore the exact answers, like 'adamant' and 'set', for the crossword clue 'determined in opinion, inflexible', explaining why they…