Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels. - Farooq Ahmad Wani; Maria Sofia Bucarelli; Fabrizio Silvestri (CoRR, 2023)

Learning with Noisy Labels through Learnable Weighting and Centroid Similarity. - Farooq Ahmad Wani; Maria Sofia Bucarelli; Fabrizio Silvestri (IJCNN, 2024)

Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks. - Farooq Ahmad Wani; Maria Sofia Bucarelli; Andrea Giuseppe Di Francesco; Oleksandr Pryymak; Fabrizio Silvestri (CoRR, 2024)

Navigating the Soundscape of Deception: A Comprehensive Survey on Audio Deepfake Generation, Detection, and Future Horizons. - Taiba Majid Wani; Syed Asif Ahmad Qadri; Farooq Ahmad Wani; Irene Amerini (Found. Trends Priv. Secur., 2024)

HCN-TA: Hierarchical Capsule Network with Temporal Attention for a Generalizable Approach to Audio Deepfake Detection. - Taiba Majid Wani; Madleen Uecker; Farooq Ahmad Wani; Irene Amerini (SAC, 2025)