Stamm, Matthew C.

A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer

Bayar, B., & Stamm, M. C. (2016) · Proceedings of the 4th ACM Workshop on Information Hiding and Multimedia Security

Digital Media Forensic DetectionAdvanced Steganography and Watermarking Techniques

Cited by 838

Information Forensics: An Overview of the First Decade

Stamm, M. C., Wu, M., & Liu, K. J. R. (2013) · IEEE Access

Digital Media Forensic DetectionAdvanced Steganography and Watermarking Techniques

Cited by 394

Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes Via Emotional Inconsistencies

Hosler, B., Salvi, D., Murray, A., Antonacci, F., Bestagini, P., Tubaro, S., & Stamm, M. C. (2021) · 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Digital Media Forensic DetectionEmotion and Mood Recognition

Cited by 78

Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach

Conti, E., Salvi, D., Borrelli, C., Hosler, B., Bestagini, P., Antonacci, F., Sarti, A., Stamm, M. C., & Tubaro, S. (2022) · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Speech Recognition and SynthesisEmotion and Mood Recognition

Cited by 69

TIMIT-TTS: A Text-to-Speech Dataset for Multimodal Synthetic Media Detection

Salvi, D., Hosler, B., Bestagini, P., Stamm, M. C., & Tubaro, S. (2023) · IEEE Access

Digital Media Forensic DetectionSpeech Recognition and Synthesis

Cited by 65

Beyond Deepfake Images: Detecting AI-Generated Videos

Vahdati, D. S., Nguyen, T. D., Azizpour, A., & Stamm, M. C. (2024) · 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 37