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Content provided by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
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Tackling Deepfakes - Battling Ai-Generated Faces, Scams, Detection, And Security – Sankalp Kumar

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Manage episode 501395766 series 3516169
Content provided by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

In this episode of the Security Repo Podcast, Dwayne McDaniel and Sankalp Kumar dive into the world of deepfakes, how they are created using transformer models and GANs, and the real-world scams they enable. They discuss current detection techniques, including physiological analysis, iris scanning, and PKI-based authentication. Sankalp also shares actionable advice for security teams to adopt existing tools and prepare for the evolving deepfake threat landscape.

With over 7 years of experience working with industry giants like McAfee, Juniper, and Fraunhofer, Sankalp Kumar has consistently been at the forefront of security innovation. He has expertise in building software systems that do intrusion detection and was one of the lead engineers in building McAfee’s IPS. Today, Sankalp leads efforts for scaling, improving network software stacks, and securing software systems.

Further reading for the audience:

(1) News article for deep fake scams:

DOJ's probe into Doppelganger: https://www.justice.gov/archives/opa/pr/justice-department-disrupts-covert-russian-government-sponsored-foreign-malign-influence

Deepfake CFO scam: https://www.cnn.com/2024/02/04/asia/deepfake-cfo-scam-hong-kong-intl-hnk/index.html

(2) Some tools for further understanding the detection of deep fakes:

Darpa MediFor: https://www.darpa.mil/research/programs/media-forensics

Microsoft Video Authentication: https://blogs.microsoft.com/on-the-issues/2020/09/01/disinformation-deepfakes-newsguard-video-authenticator/

  continue reading

116 episodes

Artwork
iconShare
 
Manage episode 501395766 series 3516169
Content provided by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

In this episode of the Security Repo Podcast, Dwayne McDaniel and Sankalp Kumar dive into the world of deepfakes, how they are created using transformer models and GANs, and the real-world scams they enable. They discuss current detection techniques, including physiological analysis, iris scanning, and PKI-based authentication. Sankalp also shares actionable advice for security teams to adopt existing tools and prepare for the evolving deepfake threat landscape.

With over 7 years of experience working with industry giants like McAfee, Juniper, and Fraunhofer, Sankalp Kumar has consistently been at the forefront of security innovation. He has expertise in building software systems that do intrusion detection and was one of the lead engineers in building McAfee’s IPS. Today, Sankalp leads efforts for scaling, improving network software stacks, and securing software systems.

Further reading for the audience:

(1) News article for deep fake scams:

DOJ's probe into Doppelganger: https://www.justice.gov/archives/opa/pr/justice-department-disrupts-covert-russian-government-sponsored-foreign-malign-influence

Deepfake CFO scam: https://www.cnn.com/2024/02/04/asia/deepfake-cfo-scam-hong-kong-intl-hnk/index.html

(2) Some tools for further understanding the detection of deep fakes:

Darpa MediFor: https://www.darpa.mil/research/programs/media-forensics

Microsoft Video Authentication: https://blogs.microsoft.com/on-the-issues/2020/09/01/disinformation-deepfakes-newsguard-video-authenticator/

  continue reading

116 episodes

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