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Topic: Legal

Beyond push-button forensics: The reality of forensic automation

September 24, 2025

By Darcey Hilliard

“Push-button forensics” is often viewed skeptically and criticized as a shortcut or a threat to expert examiners. In reality, digital forensic tools designed for ease of use aren’t about replacing human expertise. Their true purpose is to streamline repetitive, time-consuming steps, enabling forensic examiners to focus on what truly matters: in-depth analysis, context, and human judgment.

Legal Unpacked with Justin Fitzsimmons: a new webinar series on digital evidence and the law

September 12, 2025

By Phil Froklage

The evolution of privacy rights under the Fourth Amendment has created one of the most pressing challenges facing today’s law enforcement and prosecutors.

Authenticity on trial: How Magnet Verify helps prosecutors admit digital media and defeat deepfake defenses

August 8, 2025

By Phil Froklage

In an era where a single image or video clip can make or break a prosecution, the authenticity of media evidence has never been more crucial.

The digital forensics tightrope act

July 31, 2025

By Darcey Hilliard

I’ve spent my career in digital forensics wrestling with two deceptively simple questions: Where do I start and where do I stop, in an investigation? Both decisions feel like drawing lines on quicksand. You’re flooded with artifacts—timestamps, logs, messages—tempting you to search every byte. But legal deadlines and investigative demands force focus. The real skill isn’t just finding evidence but knowing when to stop.

The “deepfake detector” paradigm shift: The case for media authentication in court 

July 30, 2025

By Chris Ciligot

Digital evidence provides prosecutors and courts with crucial evidence—identifying or exonerating suspects, pinpointing timelines, and reconstructing events. But the growing sophistication of synthetic content and AI-generated deepfakes are eroding our ability to trust what we see and hear. Courts must grapple with a simple question regarding digital evidence: is it real?  In an attempt to … Continued

Why is AI held to a higher standard than I am?

June 26, 2025

By Darcey Hilliard

Years ago, I stood in a Colorado courtroom, arguing for the admissibility of a method I had developed to estimate vehicle speed using dashcam footage. The case was heartbreaking. A father riding a homemade motorcycle had been struck and killed by an impaired driver traveling at 105 mph. The only available evidence? The dashcam video from the offender’s own vehicle.

DFIR and DOGE: Digital Forensics in a new funding environment

May 29, 2025

By Darcey Hilliard

For decades, I’ve seen DFIR lab funding follow a cycle; budget cuts, crisis, then a funding surge. Today I want to share insights from the field and outline how to manage the rising tide of digital evidence amid tighter government budgets.

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