Machine learning algorithms for social media analysis: A survey

TK Balaji, CSR Annavarapu, A Bablani - Computer Science Review, 2021 - Elsevier
Social Media (SM) are the most widespread and rapid data generation applications on the
Internet increase the study of these data. However, the efficient processing of such massive …

A comprehensive survey on computer forensics: State-of-the-art, tools, techniques, challenges, and future directions

AR Javed, W Ahmed, M Alazab, Z Jalil, K Kifayat… - IEEE …, 2022 - ieeexplore.ieee.org
With the alarmingly increasing rate of cybercrimes worldwide, there is a dire need to combat
cybercrimes timely and effectively. Cyberattacks on computing machines leave certain …

Digital forensics subdomains: the state of the art and future directions

A Al-Dhaqm, RA Ikuesan, VR Kebande… - IEEE …, 2021 - ieeexplore.ieee.org
For reliable digital evidence to be admitted in a court of law, it is important to apply
scientifically proven digital forensic investigation techniques to corroborate a suspected …

AI in digital forensics: Ontology engineering for cybercrime investigations

LF Sikos - Wiley Interdisciplinary Reviews: Forensic Science, 2021 - Wiley Online Library
In parallel with the exponentially growing number of computing devices and IoT networks,
the data storage and processing requirements of digital forensics are also increasing …

NLP-based digital forensic investigation platform for online communications

D Sun, X Zhang, KKR Choo, L Hu, F Wang - computers & security, 2021 - Elsevier
Digital (forensic) investigations will be increasingly important in both criminal investigations
and civil litigations (eg, corporate espionage, and intellectual property theft) as more of our …

[HTML][HTML] Encrypted network traffic analysis of secure instant messaging application: A case study of signal messenger app

A Afzal, M Hussain, S Saleem, MK Shahzad, ATS Ho… - Applied Sciences, 2021 - mdpi.com
Instant messaging applications (apps) have played a vital role in online interaction,
especially under COVID-19 lockdown protocols. Apps with security provisions are able to …

[HTML][HTML] A framework for digital forensics of encrypted real-time network traffic, instant messaging, and VoIP application case study

SAE Sarhan, HA Youness, AM Bahaa-Eldin - Ain Shams Engineering …, 2023 - Elsevier
Digital forensics is one of the prime professional fields for law enforcement forces. It is also a
major active research topic in the cybersecurity field. Internet traffic and content analysis are …

[PDF][PDF] A novel framework for mobile forensics investigation process

M Moreb, S Salah, B Amro - International Journal of …, 2024 - pdfs.semanticscholar.org
Investigating digital evidence by gathering, examining, and maintaining evidence that was
stored in smartphones has attracted tremendous attention and become a key part of digital …

Machine learning based assessment of preclinical health questionnaires

C Avram, A Gligor, D Roman, A Soylu, V Nyulas… - International Journal of …, 2023 - Elsevier
Background Within modern health systems, the possibility of accessing a large amount and
a variety of data related to patients' health has increased significantly over the years. The …

A semi-automated forensic investigation model for online social networks

H Arshad, E Omlara, IO Abiodun, A Aminu - Computers & Security, 2020 - Elsevier
Investigating the online social network profiles of victims, suspects, and witnesses are now
part of almost every legal investigation, either it involves a criminal offense, financial fraud …