📝 Publications

View my full list of research papers on Google Scholar.

🏥 AI in Healthcare

• ACM Uc-PrUn: Uncertainty-Calibrated Machine Unlearning using Vision-Language Models for Clinical Decision Support
  Farhan Sheth, Mohd Mujtaba Akhtar, Girish, Muskaan Singh, Alexander Davey. ACM Transactions on Computing for Healthcare, 2026. |

🔒 Privacy & Security

• PREPRINT Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models
  Farhan Sheth*, Ziyuan Yang*, Yongying Lan, Si Yong Yeo. ArXiv, 2026. |

🗣️ Speech, Audio & Synthetic Media

• INTERSPEECH Synergizing Zero-Shot Cross-Lingual Alzheimer Detection with Language-Invariant Multimodal Bi-Geometric Adversarial Learning
  Girish*, Mohd Mujtaba Akhtar*, Farhan Sheth*, Muskaan Singh, Juliana Gerard, Paula McClean, Kongfatt Wong-Lin. Interspeech, 2026.
• EACL Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech
  Mohd Mujtaba Akhtar*, Girish*, Farhan Sheth*, Muskaan Singh. European Chapter of the Association for Computational Linguistics, 2026.
• IJCNLP-AACL Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces
  Farhan Sheth*, Girish*, Mohd Mujtaba Akhtar*, Muskaan Singh. International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics, 2025.
• IJCNLP-AACL Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning
  Girish*, Mohd Mujtaba Akhtar*, Farhan Sheth, Muskaan Singh. International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics, 2025.

🌍 Applied AI

• PREPRINT RecruitView: A Multimodal Dataset for Predicting Personality and Interview Performance for Human Resources Applications
  Amit Kumar Gupta*, Farhan Sheth*, Hammad Shaikh, et al. ArXiv, 2025. | | |
• ICHMT Learning heat: High-fidelity experimental and thermal conductivity predictions in nanofluids via advanced data augmentation and metaheuristic search
  Farhan Sheth*, Priya Mathur*, Hammad Shaikh, et al. International Communications in Heat and Mass Transfer, 2026. | |

🌿 AI in Earth Sciences

• EAAI An advanced artificial intelligence framework integrating ensembled convolutional neural networks and Vision Transformers for precise soil classification with adaptive fuzzy logic-based crop recommendations
  Farhan Sheth, Priya Mathur, Amit Kumar Gupta, Sandeep Chaurasia. Engineering Applications of Artificial Intelligence, 2025. | |
• PM Herbify: An ensemble deep learning framework integrating CNNs and Vision Transformers for precise herb identification
  Farhan Sheth, Ishika Chatter, Manvendra Jasra, et al. Plant Methods, 2025. | |