Jul 2026· Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi· Vol 17· 0 citations· 15 references
TL;DR
A forensic case analysis of a phishing incident targeting e-banking users, focusing on domain manipulation, cloned web interfaces, and reverse-proxy-based session hijacking shows that phishing campaigns cannot be mitigated solely through user awareness; instead, DNS, content, certificate, and infrastructure indicators should be evaluated together.
Abstract
With the widespread adoption of digital banking platforms, phishing-based fraudulent redirection attacks have become one of the most critical cyber threats targeting the financial sector. Data published by the National Cyber Incident Response Center (USOM) show that malicious URLs in Türkiye have reached hundreds of thousands, indicating the persistence of locally operated phishing campaigns and the increasing diversity of attackers’ techniques. This study presents a forensic case analysis of a phishing incident targeting e-banking users, focusing on domain manipulation, cloned web interfaces, and reverse-proxy-based session hijacking. The analysis examines domain registration records, hosting infrastructure, certificate attributes, redirection flow, and HTML structure within a structured multi-layered framework. The findings show that attackers rely on short-lived and rapidly changing domain infrastructures to support credential theft and session hijacking attempts. In addition, several indicators of compromise (IoCs) were derived with the support of USOM data to facilitate the early detection of similar attacks. The results indicate that phishing campaigns cannot be mitigated solely through user awareness; instead, DNS, content, certificate, and infrastructure indicators should be evaluated together.
A hybrid browser-resident phishing detection framework that combines three complementary detection mechanisms: a locally executed Random Forest model using URL lexical features, lightweight real-time DOM structure analysis, and VirusTotal’s multi-engine reputation service is proposed.
Muhammad Arshad, Beena Sherin Kuriakose, C. W. Onn et al.· Frontiers of Computer Scienc...· 0 citations
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DFA can provide a transparent and educational approach for illustrating phishing detection mechanisms and improving user understanding of suspicious URL characteristics, and the findings suggest that DFA can provide a transparent and educational approach for illustrating phishing detection mechanisms and improving user...
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A DarkWeb Monitoring Simulation platform, a web based threat intelligence concept that can analyze suspicious URLs and then create risk assessments and is a less expensive educational alternative to commercial threat intelligence solutions and still enables practical experience with cybersecurity monitoring concepts.
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M. Manochitra, S. Gokulraj, Eshwar P et al.· International Conference on...· 0 citations
The e-commerce platform was declared sufficiently secure against direct penetration attacks on the database but remains vulnerable to end-user access manipulation, providing an objective overview of security in large-scale digital retail systems.
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