CREATE real-time DEEPFAKES (a.k.a. I became TAYLOR SWIFT...for Science!)
In this video, Perry Carpenter gives a comprehensive walkthrough of current real-time deepfake capabilities, limitations, and detection methods. This is an important behind the scenes look at how easily deepfakes can be created using readily available AI tools. He also discusses how red teams and security awareness professionals can use or position these tools to help the public understand current threats.
⚠️ IMPORTANT: This video is an educational demonstration meant to raise awareness about synthetic media capabilities and help defenders understand current threats. ⚠️
Topics covered:
-- DeepFaceLive: Traditional deep learning approach (https://github.com/iperov/DeepFaceLive)
-- DeepLiveCam: Single-image face swapping (https://github.com/hacksider/Deep-Live-Cam)
-- Cloud-based solutions like AKOOL (https://akool.com/r/e2Nlnh7DCr -- Use this referral link for a 30% discount)
-- RunwayML's character animation (https://runwayml.com/)
-- Detection methods and telltale signs
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** Specs for the machine used **
PROCESSOR: Intel 24-Core Ultra 9 285K Processor
GPU: Nvidia RTX 4090 -- 24GB GDDR6X
RAM: 64GB DDR5
I was also able to run the software relatively well on an laptop (Intel i9 14th Gen and RTX 4090 GPU).
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⚠️ IMPORTANT DISCLAIMER ⚠️
This video is an educational demonstration only. No association with or endorsement by Taylor Swift is implied. While I demonstrate how deepfakes can be created using publicly available tools, these specific tools and services are used purely for demonstration purposes. Bad actors may use different methods and tools to achieve similar results. This content is specifically created for security awareness professionals, red teams, and organizations who need to understand these threats to better protect and educate their staff. Bad actors already know these techniques - my goal is to help defenders catch up and stay informed.
Timestamps:
00:00 - Intro
02:58 - DeepFaceLive intro comments
07:40 - DeepFaceLive demos
16:31 - DeepLiveCam intro comments
18:43 - DeepLiveCam demos
31:12 - Another side-by-side view
32:34 - Quick debrief
32:45 - Using cloud-based tools
33:31 - Intro to AKOOL's Live Face Swap
38:36 - Using RunwayML's Act One for character animation
43:09 - Post-production example of an Act One character
45:05 - Wrap-up
43:00 - Final thoughts and recommendations
⚠️ IMPORTANT DISCLAIMER ⚠️
This video is an educational demonstration only. While I demonstrate how deepfakes can be created using publicly available tools, these specific tools and services are used purely for demonstration purposes. Bad actors may use different methods and tools to achieve similar results. This content is specifically created for security awareness professionals, red teams, and organizations who need to understand these threats to better protect and educate their staff. Bad actors already know these techniques - my goal is to help defenders catch up and stay informed.
#AIEducation #Deepfakes #MediaLiteracy #CyberSecurity #TechEthics #SyntheticMedia #SecurityAwareness #RedTeam #AITechnology #DigitalSecurity
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