The Deepfake Arms Race: Computer Scientist on Detecting Deception and Building Trust in AI - Ilke Demir episode artwork

EPISODE · Aug 25, 2025 · 48 MIN

The Deepfake Arms Race: Computer Scientist on Detecting Deception and Building Trust in AI - Ilke Demir

from The Iferia Techcast · host Ezekiel Iferia

How do you spot an AI-generated fake when your eyes can no longer tell the difference? Dr. Ilke Demir, a pioneering computer scientist who has worked at Meta and Pixar, reveals the cutting-edge techniques used to detect deepfakes and protect digital authenticity. In this episode, you’ll discover: - How biological signals like heart rate and eye movement are used to expose synthetic media - Why generative AI makes skilled engineers more crucial than ever for debugging and securing systems - The story behind generating street addresses for 70% of the world that lacked them—and how it helped disaster response teams - What volumetric filming really means (and what it’s like to shoot from inside a horse’s eye) - How to cultivate curiosity-driven innovation and why diverse voices are essential in tech Whether you're an engineer, creator, or simply someone who cares about truth in the digital age, this conversation is a masterclass in using technology responsibly. Connect with Dr. Ilke Demir:LinkedIn: https://www.linkedin.com/in/ilkedemir?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app Chapters: 00:00 Introduction to AI and Dr. Ilke Demir 01:34 Journey into STEM: Dr. Demir’s Background 03:40 Understanding Proceduralization in AI 06:21 Challenging Traditional Engineering with Proceduralization 07:55 Deepfakes: Understanding the Implications 12:47 The Dual Role in Generative Models 16:24 Creative Applications of Deepfakes 18:13 Biological Signals in Deepfake Detection 23:30 Generative Street Addresses from Satellite Imagery 26:44 Innovative Addressing Solutions in Developing Countries 29:44 The Role of AI in Engineering Education 32:11 Volumetric Filming: The Future of 3D Content 35:52 AI’s Impact on Traditional Filmmaking 38:52 Curiosity as a Driving Force in STEM 40:42 Empowering Women in STEM 44:04 Innovation Through Curiosity and Critical Thinking 48:54 Navigating the Digital Landscape Safely Support the Show:- Fuel the podcast: https://iferia.nestuge.com/supportme- Subscribe and leave a review! - Share Want to Be a Guest on The Iferia TechCast?- Reach out to Ezekiel on PodMatch - PodMatch Host Profile: https://podmatch.com/hostdetailpreview/theiferiatechcast

How do you spot an AI-generated fake when your eyes can no longer tell the difference? Dr. Ilke Demir, a pioneering computer scientist who has worked at Meta and Pixar, reveals the cutting-edge techniques used to detect deepfakes and protect digital authenticity. In this episode, you’ll discover: - How biological signals like heart rate and eye movement are used to expose synthetic media - Why generative AI makes skilled engineers more crucial than ever for debugging and securing systems - The story behind generating street addresses for 70% of the world that lacked them—and how it helped disaster response teams - What volumetric filming really means (and what it’s like to shoot from inside a horse’s eye) - How to cultivate curiosity-driven innovation and why diverse voices are essential in tech Whether you're an engineer, creator, or simply someone who cares about truth in the digital age, this conversation is a masterclass in using technology responsibly. Connect with Dr. Ilke Demir:LinkedIn: https://www.linkedin.com/in/ilkedemir?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app Chapters: 00:00 Introduction to AI and Dr. Ilke Demir 01:34 Journey into STEM: Dr. Demir’s Background 03:40 Understanding Proceduralization in AI 06:21 Challenging Traditional Engineering with Proceduralization 07:55 Deepfakes: Understanding the Implications 12:47 The Dual Role in Generative Models 16:24 Creative Applications of Deepfakes 18:13 Biological Signals in Deepfake Detection 23:30 Generative Street Addresses from Satellite Imagery 26:44 Innovative Addressing Solutions in Developing Countries 29:44 The Role of AI in Engineering Education 32:11 Volumetric Filming: The Future of 3D Content 35:52 AI’s Impact on Traditional Filmmaking 38:52 Curiosity as a Driving Force in STEM 40:42 Empowering Women in STEM 44:04 Innovation Through Curiosity and Critical Thinking 48:54 Navigating the Digital Landscape Safely Support the Show:- Fuel the podcast: https://iferia.nestuge.com/supportme- Subscribe and leave a review! - Share Want to Be a Guest on The Iferia TechCast?- Reach out to Ezekiel on PodMatch - PodMatch Host Profile: https://podmatch.com/hostdetailpreview/theiferiatechcast

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The Deepfake Arms Race: Computer Scientist on Detecting Deception and Building Trust in AI - Ilke Demir

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This episode was published on August 25, 2025.

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How do you spot an AI-generated fake when your eyes can no longer tell the difference? Dr. Ilke Demir, a pioneering computer scientist who has worked at Meta and Pixar, reveals the cutting-edge techniques used to detect deepfakes and protect digital...

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