In this Edge AIsle episode, we dive into the rapidly evolving sphere of AI video forensics. As AI tools become ever more powerful, investigators face the challenge of sifting genuine data from AI-generated embellishments. Explore how AI-driven video enhancement is transforming the landscape of forensic evidence. Learn why distinguishing them is critical for upholding evidence reliability, especially as AI accelerators, vision processors, and Gen AI on the edge continue to evolve.
We delve into the concept of provenance, the importance of a clear chain of custody, and how metadata integrity ensures the authenticity of every frame. Hear how coalitions and hardware-level attestations aim to preserve trust in video evidence, even as advanced AI processing becomes more widespread.
Finally, understand how Hailo AI is pioneering transparent practices for device-level authenticity. Discover why AI that “restores” rather than “imagines” is a game-changer for legal and investigative work. See how combining restoration-focused AI smart camera solutions can preserve truth without compromising detail. Tune in to safeguard the truth in a world increasingly influenced by AI innovations.
Chapters:
(00:00) Hailo AI Podcast Introduction
(00:12) Discussion on AI Video Forensics
(01:19) Forensic Validity & Chain of Custody
(02:05) Metadata & Provenance
(03:20) Standards & Emerging Challenges
(05:10) AI Restoration vs. Generation
(07:01) The Pitfalls of Regenerative AI
(08:38) Hardware-Level Security & Filters
(11:40) Ensuring Reliable Evidence
(13:30) Final Thoughts on Maintaining Trust in AI-enhanced Video Evidence
Follow Us: