Open Access

ARTICLE

Phishing Forensics: A Systematic Approach to Analyzing Mobile and Social Media Fraud

Ananya Jha¹, Amaresh Jha^2,*

1 School of Computer Sciences and Engineering, University of Petroleum and Energy Studies, Dehradun, 248007, India
2 School of Liberal Studies and Media, University of Petroleum and Energy Studies, Dehradun, 248007, India

* Corresponding Author: Amaresh Jha. Email:

Journal of Cyber Security 2025, 7, 109-134. https://doi.org/10.32604/jcs.2025.064429

Received 16 February 2025; Accepted 14 May 2025; Issue published 30 May 2025

Abstract

This paper explores the methodologies employed in the study of mobile and social media phishing, aiming to enhance the understanding of these evolving threats and develop robust countermeasures. By synthesizing existing research, we identify key approaches, including surveys, controlled experiments, data mining, and machine learning, to gather and analyze data on phishing tactics. These methods enable us to uncover patterns in attacker behavior, pinpoint vulnerabilities in mobile and social platforms, and evaluate the effectiveness of current detection and prevention strategies. Our findings highlight the growing sophistication of phishing techniques, such as social engineering and deceptive messaging, which exploit the trust and habits of users on these platforms. Through this investigation, we aim to contribute actionable insights for improving anti-phishing technologies, user awareness programs, and policy frameworks. This research is critical in addressing the escalating risks posed by phishing in the digital age, where mobile devices and social media are integral to daily life. By advancing the field of phishing forensics, we strive to protect users, safeguard sensitive information, and mitigate the widespread impact of these cyber threats.

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Keywords

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