This book constitutes the refereed proceedings of the First International Conference on AI for Forensics and Biometric Applications, ICAIFB 2025, held in Bhilai, India, during December 19–20, 2025.The 5 full papers included in this book were carefully reviewed and selected from 22 submissions. They cover topics such as forensic fire detection in collaborative intelligent environments, near-term quantum machine learning for face recognition, iris presentation attack detection using fine-tuned deep models, voice-based security systems, and explainable AI-enabled decision support.

This book constitutes the refereed proceedings of the First International Conference on AI for Forensics and Biometric Applications, ICAIFB 2025, held in Bhilai, India, during December 19–20, 2025.The 5 full papers included in this book were carefully reviewed and selected from 22 submissions. They cover topics such as forensic fire detection in collaborative intelligent environments, near-term quantum machine learning for face recognition, iris presentation attack detection using fine-tuned deep models, voice-based security systems, and explainable AI-enabled decision support.

This book constitutes the refereed proceedings of the First International Conference on AI for Forensics and Biometric Applications, ICAIFB 2025, held in Bhilai, India, during December 19–20, 2025.The 5 full papers included in this book were carefully reviewed and selected from 22 submissions. They cover topics such as forensic fire detection in collaborative intelligent environments, near-term quantum machine learning for face recognition, iris presentation attack detection using fine-tuned deep models, voice-based security systems, and explainable AI-enabled decision support.