Discover the world of DeepFake technology in a concise 3-hour workshop by AI Ireland.
Dive into the essentials of generative models, explore the ethical dimensions of DeepFakes and master the latest detection techniques.
This session offers insights into combating digital deception, tailored for content creators, researchers and tech enthusiasts alike. Engage in expert discussions, practical detection exercises and a Q&A to navigate the challenges of maintaining digital authenticity.
Join us to enhance your understanding of AI’s impact on media and secure your place in the fight against DeepFakes.
For a concise 3-hour workshop on “DeepFake Analysis and Detection” provided by AI Ireland, the structure will include an introduction to DeepFake technology, its ethical implications, an exploration of detection methods and a practical demonstration.
The aim is to educate attendees on both the creation and detection of DeepFakes, addressing ethical concerns and available technological solutions within a limited timeframe.
The workshop will be streamlined into three main sections, designed for an engaging and informative experience.
Workshop Outline
Section 1: Introduction to DeepFake Technology (30 minutes)
Basics of Generative Models (10 minutes)
- Brief on generative adversarial networks (GANs) and diffusion models.
- Evolution of image generation technology.
Ethical and Societal Impact (10 minutes)
- Lawful vs malicious uses of DeepFakes.
- Effects on privacy, security and digital media trust.
Challenges in Detection (10 minutes)
- Current technological limitations.
- The importance of robust detection methods.
Section 2: Techniques for Creation and Detection (60 minutes)
Creating DeepFakes (30 minutes)
- Process explanation and demonstration.
Detecting DeepFakes (30 minutes)
- Overview of detection techniques.
- Keeping pace with evolving generative models.
Section 3: Practical Session and Q&A (60 minutes)
Hands-on Detection Activity (45 minutes)
- Practical exercise using tools for DeepFake detection.
- Instructions on using the ELSA DeepFake dataset.
Q&A Session (15 minutes)
- Open discussion for questions and sharing insights.
- Promoting ethical AI use and consideration.
Closing Remarks (10 minutes)
- Recap of key points.
- Encouragement for participation in research and challenges.
- Resources for further learning in DeepFake detection.
This streamlined workshop structure is tailored to provide a thorough understanding of DeepFake technology, including its implications and the strategies for detection, all within a three-hour session.
The format encourages interactive participation and practical application, ensuring attendees leave with a comprehensive grasp of the subject and its significance in today’s digital landscape.
For more information, please get in touch.