Brain Fingerprinting and Machine Learning: A Futuristic Approach to Forensic Science

Brain fingerprinting (BF) is a cutting-edge approach in forensic science that analyzes the brain wave response that determines personal involvement in an event. This paper explores the use of brain waves generated using electroencephalogram (EEG) devices and its contribution to diverse real world appli- cations with specific discussion in the field of forensic science. The paper further discusses the challenges faced in brain fingerprinting and the various models that have been applied to achieve considerable results. Some real world applications of brain fingerprinting in forensic science and crime investigations are also listed highlighting the efficacy of the technique.

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1109/emergin63207.2024.10961343
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.00
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Brain Fingerprinting and Machine Learning: A Futuristic Approach to Forensic Science

Shamama Anwar, Nripesh Tiwari, Sagnik Mustafi
Cell Image Analysis Techniques
article

Brain Fingerprinting and Machine Learning: A Futuristic Approach to Forensic Science

Shamama Anwar, Nripesh Tiwari, Sagnik Mustafi
article en

Abstract

Brain fingerprinting (BF) is a cutting-edge approach in forensic science that analyzes the brain wave response that determines personal involvement in an event. This paper explores the use of brain waves generated using electroencephalogram (EEG) devices and its contribution to diverse real world appli- cations with specific discussion in the field of forensic science. The paper further discusses the challenges faced in brain fingerprinting and the various models that have been applied to achieve considerable results. Some real world applications of brain fingerprinting in forensic science and crime investigations are also listed highlighting the efficacy of the technique.

Birla Institute of Technology, Mesra (IN), KIIT University (IN)
Openalex Percentile: Top 83%
Cell Image Analysis Techniques
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