The Workshop MultiMedia FORensics in the WILD (MMForWILD) 2024 will be held on December 1st 2024, from 9:30 to 14:00 (Pacific Time -PDT).
The schedule of the workshop will be as follows:
9:30 – 9:40 - Opening & Welcome by Chair
9:40 – 11:00
Invited Speaker: Luca Guarnera
Title: Deepfake Technology: Insights into Creation and Detection
Abstract: A comprehensive overview of the deepfake phenomenon, examining its rapid development and the dual challenges it presents in both creation and detection. This introduction explores the technologies enabling deepfake generation, discussing applications and potential risks across various domains. Current detection techniques are reviewed, highlighting ongoing research and advancements aimed at identifying and mitigating deepfake content. By analyzing both the creative and defensive aspects of deepfakes, this overview offers insights into the evolving landscape of digital media manipulation.
Technical Session: 11:00 - 14:00
- Evasion Attack on Deepfake Detection via DCT Trace Manipulation
- Detection of Deepfakes Using Wavelet-Based Convolutional Neural Network
- Breaking the Silence: Detecting AI-Converted Voices in the Quietest Moments
Break: 12:00 - 12:15 - Finger and Hand Vein Spoof GANs: Assessment of Extended Presentation Attack Instrument Sample Sets
- WaveConViT: Wavelet-Based Convolutional Vision Transformer for Cross-Manipulation Deepfake Video Detection
- Synthetic Image Detection using Mixture of Knowledge Distillation from Vision-Language Models
13:50 – 14:00 - Closing Remarks by Chair