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Authors
Karpagam, M.
Naveenkumar, N.
Panguluri, Vani
Hanuman, C. R. S.
Usharani, R.
Priya, S.
Sharma, Prakash Chandra
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Funding
Funding for this research was provided by:
Manipal University Jaipur
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Article History
Received: 26 June 2025
Accepted: 12 November 2025
First Online: 5 December 2025
Declarations
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: The authors consent for the publication of this manuscript.
: The proposed framework introduces a cyberbullying and cyber-flashing detection model to avoid cyberbullying on Whatsapp data. The proposed system effectively minimizes the false positives and false negatives to avoid misclassifying the harmless content as harmful. Also, the proposed method improves detection accuracy and avoids time complexities, leading to a more flexible cyberbullying detection model in real-time scenarios.
: The authors declare no competing interests.
