SQL for Cyber Threat Hunting: Playbooks for Detection, Investigation, and Incident Response by John M. Wade
English | November 25, 2025 | ISBN: B0G3WMTF92 | 245 pages | EPUB | 1.61 Mb
This book positions SQL (Structured Query Language) not merely as a database query language, but as the strategic analytical instrument for modern cybersecurity. It leverages SQL's precision, structure, and relational power to transform the overwhelming volume of security telemetry from endpoints, network flows, cloud audit logs, and identity providers into actionable, evidence-driven insights. The approach is platform-agnostic, focusing on the core logic and correlation capabilities essential for advanced threat hunting in SIEMs, security data lakes (like BigQuery, Athena, or Splunk), and SOAR pipelines.

Short Summary
SQL for Cyber Threat Hunting: Playbooks for Detection, Investigation, and Incident Response is the definitive, hands-on guide for security professionals seeking to master threat hunting using the most direct path from raw data to actionable intelligence: SQL. Authored by John M. Wade , this book shifts the focus from vendor-specific tools and dashboards to mastering the logic of the data itself. It provides a comprehensive library of proven SQL playbooks and analytical patterns to expose adversary activity across every stage of the kill chain from credential misuse and lateral movement to cloud misconfiguration and data exfiltration. This methodology promotes a hypothesis-driven, and highly scalable detection program.
What's Inside
The book is structured into 13 practical chapters and detailed appendices, covering the entire lifecycle of a threat hunt and incident response. Key topics include:Foundations and Optimization: Writing high-performance, SIEM-optimized SQL queries for petabyte-scale security data lakes. Includes query patterns for time-series and event analysis (e.g., sliding time windows and sequence detection).Data Modeling and Correlation: Designing normalized schemas that unify diverse logs (endpoint, network, identity, cloud) to support multi-source correlation. It includes mapping telemetry to MITRE ATT&CK techniques for comprehensive coverage.Identity-Centric Hunting: SQL playbooks for detecting suspicious login behaviors, credential abuse, privilege misuse, and password spraying campaigns.Endpoint and Lateral Movement: Querying process trees, identifying persistence mechanisms, investigating abnormal file modifications, and mapping network flows for east-west traffic and C2 beaconing detection.Cloud and Email Security: Interrogating cloud audit logs (AWS, Azure, GCP), detecting misconfigurations, and building SQL playbooks for phishing investigations and Business Email Compromise (BEC).Advanced Techniques and Automation: Detecting insider threats using behavioral analytics , hunting APT tradecraft with complex query patterns , and designing SOAR pipelines that use SQL for alert enrichment and automated decision-making.About the Reader
This book is engineered for Security Analysts, Threat Hunters, Incident Responders, and Detection Engineers. It assumes a foundational understanding of security principles but does not require prior SQL mastery; it teaches SQL as an investigative language. It is essential for professionals who:Work hands-on with SIEMs (Splunk, Sentinel, Chronicle, ELK) or security data lakes and need to write high-fidelity, complex queries.Want to reduce reliance on vendor dashboards and develop repeatable, evidence-driven investigation playbooks.Are transitioning into intermediate or senior threat hunting roles and need to master cross-platform data correlation.Turn the page and transform your security analysis. Acquire the precise SQL knowledge and proven playbooks used by elite analysts to uncover the subtle, complex, and high-stakes threats that evade automated tools. Master the logic of the data and master your domain.

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