Mirko Casu

PhD Student

Mirko Casu

PhD Student

Publications

Claudio Giusti, Luca Guarnera, Mirko Casu, Sebastiano Battiato. Fraud is not just rarity: A causal prototype attention approach to realistic synthetic oversampling. Knowledge-Based Systems. 2026.

Roberto Leotta, Salvatore Alfio Sambataro, Claudio Vittorio Ragaglia, Mirko Casu, Yuri Petralia, Francesco Guarnera, Luca Guarnera, Sebastiano Battiato. SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes. Advances in Neural Information Processing Systems (NeurIPS). 2026.

Sebastiano Battiato, Mirko Casu, Francesco Guarnera, Luca Guarnera, Giovanni Puglisi, Orazio Pontorno, Claudio Ragaglia, Zahid Akhtar. (DFF '25) 1st Deepfake Forensics Workshop: Detection, Attribution, Recognition, and Adversarial Challenges in the Era of AI-Generated Media. Proceedings of the 33rd ACM International Conference on Multimedia (MM '25). 2025.

Mirko Casu, Luca Guarnera, Ignazio Zangara, Pasquale Caponnetto, Sebastiano Battiato. A (Mid)journey Through Reality: Assessing Accuracy, Impostor Bias, and Automation Bias in Human Detection of AI-Generated Images. Human Behavior and Emerging Technologies. 2025.

Sebastiano Battiato, Mirko Casu, Francesco Guarnera, Luca Guarnera, Giovanni Puglisi, Orazio Pontorno, Claudio Ragaglia, Zahid Akhtar. Adversarial Attacks on Deepfake Detectors: A Challenge in the Era of AI-Generated Media (AADD-2025). Proceedings of the 33rd ACM International Conference on Multimedia (MM '25). 2025.

Mirko Casu, Francesco Guarnera, Giusy Rita Maria La Rosa, Sebastiano Battiato, Pasquale Caponnetto, Riccardo Polosa, Rosalia Emma. Smoking Detection and Cessation: An Updated Scoping Review of Digital and Mobile Health Technologies. IEEE Journal of Biomedical and Health Informatics. 2025.

Pietro Bongini, Sara Mandelli, Andrea Montibeller, Mirko Casu, Orazio Pontorno, Claudio Ragaglia, Luca Zanchetta, Mattia Aquilina, Taiba Majid Wani, Luca Guarnera, Benedetta Tondi, Giulia Boato, Paolo Bestagini, Irene Amerini, Francesco De Natale, Sebastiano Battiato, Mauro Barni. WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution. International Joint Conference on Neural Networks (IJCNN). 2025.