Author

Pankaj Sonawane

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Conference Open access 2025

Database Log Anomaly Detection Using SLM’s

: Rapid growth in volume and complexity of system logs in modern computing environments requires efficient anomaly detection to identify potential system failures, security breaches, or performance issues. This paper introduces a novel approach to detecting anomalies in system logs using Small Language Models (SLMs). W...

Pulkit Gupta, Jayani Shah, Param Chheda et al. · Proceedings of the 1st Inter... · 0 citations

#artificial intelligence Preprint Aug 2026

FRAC-MAS: A Safe and Explainable Multi-Agent System for Fracture Diagnosis

Results suggest that integrating multi-agent critics with conformal guarantees enables safer radiology triage while preserving clinician oversight, and demonstrates how cooperative agentic architectures can serve as auditable, human-in-the-loop decision support systems for safety-critical healthcare.

H. Iyer, Tirath Bhathawala, Mihir Panchal et al. · 0 citations