International Journal of Innovative Research in Computer and Communication Engineering
ISSN Approved Journal | Impact factor: 8.771 | ESTD: 2013 | Follows UGC CARE Journal Norms and Guidelines
| Monthly, Peer-Reviewed, Refereed, Scholarly, Multidisciplinary and Open Access Journal | High Impact Factor 8.771 (Calculated by Google Scholar and Semantic Scholar | AI-Powered Research Tool | Indexing in all Major Database & Metadata, Citation Generator | Digital Object Identifier (DOI) |
| TITLE | AI – Integrated Digital Forensic Tool |
|---|---|
| ABSTRACT | An AI-Integrated Digital Forensic Tool is proposed to support investigators in analyzing cyber-crime incidents across different digital environments. The system ties together network forensics, disk and file examination, image and face analysis, device fingerprinting, and location-based evidence into a unified investigation platform. Evidence is first captured from Wi-Fi traffic, attacker devices, storage media, phishing links, and CCTV or image sources. Pre-processing modules extract features including packet statistics, EXIF metadata, file artefacts, and device identifiers. Machine-learning models then perform tasks such as anomaly detection in network flows, recovery and classification of suspicious files, and similarity matching of suspect faces or sketches. A correlation engine fuses outputs from all modules to reconstruct timelines, underline the relationships between entities, and generate prioritized alerts. The final dashboard presents a summarized interpretable case view and exportable forensic report. Experimental evaluation on controlled attack scenarios indicates that the proposed tool can reduce manual analysis effort, improve cross-domain evidence linkage, and provide more consistent investigative insights compared with using stand-alone forensic utilities. |
| AUTHOR | GANESH G SOPPIN, M MANASA, MARUTHI A Y, MOKSHASHREE B V, SANTOSH K C U.G. Student, Department of CS&E, Bapuji Institute of Engineering and Technology, Davanagere, Karnataka, India Associate Professor, Department of CS&E, Bapuji Institute of Engineering and Technology, Davanagere, Karnataka, India |
| VOLUME | 177 |
| DOI | DOI: 10.15680/IJIRCCE.2025.1312012 |
| pdf/12_AI – Integrated Digital Forensic Tool.pdf | |
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