Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Digital Forensics in the AI Era: Detecting and Analyzing Synthetic Media for Investigators

Digital Forensics in the AI Era: Detecting and Analyzing Synthetic Media for Investigators

Vantrel, Aurel

Paperback

Computer Security

Currently unavailable to order

ISBN13: 9798182127493
Publisher: Independently Published
Pages: 170
Weight: 0.90
Height: 0.36 Width: 8.50 Depth: 11.00
Language: English
A finance officer looked at the faces, heard the voices, and authorized $25.5 million in wire transfers. Every person on that call was a deepfake. His instincts were working perfectly - and that was the problem.

Trained human examiners correctly identify high-quality deepfakes less than 25% of the time. Not because investigators are careless. Because human perception is exactly what generative AI is engineered to defeat. This book replaces instinct with methodology: a documented, multi-layer investigation process that produces findings courts can actually use.

Digital Forensics in the AI Era delivers the TRACE Framework - Triage, Record, Analyze, Corroborate, Exhibit - a five-stage workflow that takes investigators from first contact with suspected synthetic media through legally defensible expert testimony. Built from documented cases including the 2024 Arup video conference fraud, the Pikesville audio fabrication conviction, and the UK child custody deepfake case, every technique in this book has been tested against real evidence and real courts.

- Identify the artifact signatures that GAN, diffusion, and hybrid generation models leave in video frames and why current architectures cannot fully eliminate them

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