Auto-Generated Forensic Data from App Updates
Organized by: International Forensic Scientist Awards
Website: forensicscientist.org
16th Edition of Forensic Scientist Awards 28-29 November 2025 | Agra, India
Content:
In the rapidly evolving landscape of mobile technology, forensic investigators face significant challenges due to frequent application updates that alter data structures, storage paths, and artifact behavior. Traditional digital forensic methods often struggle to keep pace with these changes, leading to inconsistencies in evidence collection and analysis.
This study introduces an automated framework for generating digital forensic reference data triggered by mobile application updates. The system continuously monitors app versions, detects changes in data artifacts, and automatically creates updated forensic reference datasets. This process enhances forensic readiness, ensuring investigators have access to the latest reference data without manual intervention.
By integrating automated data generation with mobile forensic workflows, this approach minimizes human error, improves the accuracy of digital evidence interpretation, and supports faster, more reliable investigations. It represents a forward-looking solution to the growing need for real-time forensic adaptability in a world where mobile applications evolve daily.
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