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International Journal of Information and Communication Sciences

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2025, Volume 10
1. Issue 2, Jun.
2. Issue 1, Mar.
2024, Volume 9
1. Issue 2, Jun.
2. Issue 1, Mar.
2023, Volume 8
2022, Volume 7
2021, Volume 6
2020, Volume 5
2019, Volume 4
2018, Volume 3
2017, Volume 2
2016, Volume 1

Volume 10, Issue 2, June 2025

Research Article
Unveiling the Dark Web: Enhancing Machine Learning Models for Deciphering Illicit Communication Patterns

Suleiman Farouk, Aliyu Umar^*, Faki Ageebee Silas, Usman Fodiyo Bala, Adamu Lawan, Abdullahi Abdulkadir

Issue: Volume 10, Issue 2, June 2025

Pages: 34-40

Received: 22 March 2025

Accepted: 31 March 2025

Published: 18 June 2025

DOI: 10.11648/j.ijics.20251002.11

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Abstract: The dark web, an obscured and encrypted segment of the internet, serves as a nexus for illicit activities and underground communities, presenting substantial challenges for law enforcement and cybersecurity professionals. This paper explains the linguistic patterns and communication dynamics within the dark web by using the Random Forest classifier... Show More

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