Local Chapter Münich, Germany Chapter
Coordinated by Germany ,
Status: Completed
Project Duration: 27 Feb 2023 - 17 Mar 2023
Deepfakes are artificial intelligence generated or manipulated multimedia content (images, videos) that depict real people doing or saying things they never did in reality. Due to the recent advancements in architectures like Generative Adversarial Networks (GANs), deepfake generation became considerably faster and at a lower cost, presenting a significant threat to information media, politics and cyber security through spreading false information, identity theft and manipulating public opinion. Hence the necessity of having effective deepfake detection mechanisms.
Week 1
Research previous work and Data Collection
Week 2
Exploratory Data Analysis
Week 3
Preprocessing and Augmentation
Week 4
Model Development
Week 5
Model Training
Week 6
Model Analysis and Interpretation
Deep Learning, GAN, CNN, team work, project management.