Overview

Welcome to the future of digital forensics-where caffeine meets code, and investigators finally teach their computers to do the boring stuff. I'm Rauven Kalderich, and this is Practical Digital Forensics: Advanced Techniques & Automation, the latest volume in the series Practical Digital Forensics: Real-World Case Studies and Tools. If you've ever stared at a progress bar that froze at 99%, waited hours for a drive to image, or manually parsed logs until your vision blurred-this book is your rescue mission. It's time to stop burning out on repetitive tasks and start letting automation, scripting, and intelligent workflows do the heavy lifting. What This Book Is About This isn't a dry academic text or a list of boring commands-it's a field-tested, story-driven guide to mastering automation in digital forensics and incident response (DFIR). Through humor, real-world experience, and practical examples, I'll walk you step-by-step through building your own forensic automation pipelines-no PhD in computer science required. We'll cover how to: Automate data acquisition, imaging, and hash verification so you can sleep while your evidence processes. Write Python, PowerShell, and Bash scripts that actually make your life easier. Parse logs, artifacts, and registry data without losing your mind-or your weekend. Integrate tools like Volatility, FTK, ELK Stack, and YARA into seamless automated workflows. Build AI and machine learning models that detect anomalies, classify threats, and flag insider risks faster than any human can. Connect your automations to SIEM and SOAR systems (like Splunk, QRadar, and Cortex XSOAR) for a fully orchestrated investigation pipeline. Create automated reporting dashboards with Grafana and Kibana-because nobody wants to read 80-page PDFs. From memory analysis to big data correlation, from cloud forensics to AI-assisted investigations-this book arms you with the techniques to make your forensic lab run like a well-oiled (and heavily caffeinated) machine. Inside the Chapters The Evolution of Digital Forensics: From floppy disks to cloud breaches-and why automation became essential. Automation Fundamentals: How workflows, triggers, and scripting redefine modern DFIR. Scripting Languages for Investigators: Python, PowerShell, and Bash-your new best friends. Automating Data Acquisition: Image drives, verify hashes, and log everything automatically. AI & Machine Learning in DFIR: Using NLP and ML to triage smarter, not harder. Big Data Forensics: Handle petabyte-scale investigations like a pro. SIEM & SOAR Integration: Automate enrichment, tagging, and evidence handoff. Workflow Orchestration: Chain all your tools into one-click investigations. Cloud & Remote Automation: Run your forensic lab from anywhere. Reporting & Visualization: Build reports that write themselves (and actually look good). Case Study: See automation crush a company-wide phishing campaign in real time. Best Practices & The Future: Governance, ethics, and the road toward autonomous forensics. Why You'll Love This Book Because you'll finally stop doing repetitive forensic work by hand. Because your scripts will start running while you sleep. Because you'll laugh, learn, and maybe even shout, ""I can't believe this actually works!"" Most importantly, you'll rediscover what made you love this field in the first place-the thrill of solving digital mysteries, the joy of cracking tough cases, and the satisfaction of knowing that automation isn't replacing you; it's amplifying you.

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