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Real time identification of phishing attacks through machine learning enhanced browser extensions | Synapse
March 3, 2026
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Real time identification of phishing attacks through machine learning enhanced browser extensions
MD
Monika Dandotiya
Poornima University
NG
Nikhil Kumar Goyal
Noida International University
AK
Ajay Khunteta
Poornima University
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Key Points
Real-time identification of phishing attacks is achieved effectively using machine learning techniques.
Detection algorithms demonstrate an accuracy rate of over 90% during testing phases.
Application of machine learning enhanced browser extensions to monitor suspicious activity continuously.
Implications highlight the need for proactive measures to combat evolving phishing threats online.
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Cite This Study
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Dandotiya et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75e45c6e9836116a28b39
https://doi.org/https://doi.org/10.1038/s41598-026-35655-7