Applications of machine learning in digital forensics

S Qadir, B Noor - 2021 International Conference on Digital …, 2021 - ieeexplore.ieee.org
Digital forensics (DF) has become a substantial process to perform in depth investigations.
But due to the digitalization, the potential Data volumes are increasing and hence it has …

AI and machine learning: A mixed blessing for cybersecurity

F Kamoun, F Iqbal, MA Esseghir… - … Symposium on Networks …, 2020 - ieeexplore.ieee.org
While the usage of Artificial Intelligence and Machine Learning Software (AI/MLS) in
defensive cybersecurity has received considerable attention, there remains a noticeable …

[HTML][HTML] Diverging deep learning cognitive computing techniques into cyber forensics

NM Karie, VR Kebande, HS Venter - Forensic Science International …, 2019 - Elsevier
More than ever before, the world is nowadays experiencing increased cyber-attacks in all
areas of our daily lives. This situation has made combating cybercrimes a daily struggle for …

The role of machine learning in digital forensics

AM Qadir, A Varol - … on Digital Forensics and Security (ISDFS), 2020 - ieeexplore.ieee.org
Digital forensics, as a branch of the forensic sciences, is facing new challenges from the
aspect that potential digital evidence is growing and expanding. Rapid development in the …

Human gender estimation from CT images of skull using deep feature selection and feature fusion

R Çiftçi, E Dönmez, A Kurtoğlu, Ö Eken, NA Samee… - Scientific Reports, 2024 - nature.com
This research endeavors to prognosticate gender by harnessing the potential of skull
computed tomography (CT) images, given the seminal role of gender identification in the …

The state of the art in machine learning-based digital forensics

F Oladipo, E Ogbuju, FS Alayesanmi… - Available at SSRN …, 2020 - papers.ssrn.com
Digital forensics of visual-based evidence from video surveillance systems and forensic
photographs holds object detection as a key aspect of the process. Recognizing an instance …

AIBFT: artificial intelligence browser forensic toolkit

H Kim, IS Kim, K Kim - Forensic Science International: Digital Investigation, 2021 - Elsevier
In the modern age of content, web browsers serve as an important bridge between content
and users. On the other hand, web browsers are also a link to malicious codes, and new …

Comparison of data mining algorithms for sex determination based on mastoid process measurements using cone-beam computed tomography

M Farhadian, F Salemi, A Shokri, Y Safi… - Imaging Science in …, 2020 - pmc.ncbi.nlm.nih.gov
Purpose The mastoid region is ideal for studying sexual dimorphism due to its anatomical
position at the base of the skull. This study aimed to determine sex in the Iranian population …

Identification of sex from footprint dimensions using machine learning: a study on population of Punjab in Pakistan

M Awais, F Naeem, N Rasool, S Mahmood - Egyptian Journal of Forensic …, 2018 - Springer
Background Likewise the fingerprints and palm prints, footprints are also helpful in solving a
crime puzzle; however, very few studies have been reported targeting the identification of …