Cyberbullying has emerged as a pervasive issue in today''''''''s digitally
connected society, with detrimental effects on individuals’ mental
health and well-being. Despite increasing awareness and efforts to
address cyberbullying, there remains a significant gap in utilizing
wireless network security measures as a means of mitigation. The
existing literature predominantly focuses on social and psychological
aspects of cyberbullying, overlooking the potential role of wireless
network security in prevention and intervention strategies. This
research seeks to fill this gap by exploring the effectiveness of
leveraging wireless network security to secure cyberspace against
cyberbullying incidents. The research employs a multifaceted
methodology, beginning with the estimation of expected rates and
derivative risks of cyberbullying within wireless networks. These
metrics are combined into a risk index value, which serves as a basis
for prioritizing mitigation efforts. Additionally, the study explores the
application of cyberspace modeling techniques, specifically Support
Vector Machines (SVM), to enhance screening processes and identify
potential cyberbullying incidents on Wireless Network Security (WNS).
The findings of this research demonstrate the efficacy of integrating
wireless network security measures into cyberbullying prevention
strategies. By combining risk index values and leveraging SVM-based
cyberspace modeling, the study identifies and prioritizes cyberbullying
risks effectively. Furthermore, the implementation of wireless network
security protocols contributes to a reduction in cyberbullying incidents,
fostering safer digital environments for users.
Neerav Nishant1, Parul Saxena2, S.G. Surya3, Ullal Akshatha Nayak4, Subharun Pal5
Babu Banarasi Das University1, Soban Singh Jeena University, India2,4, SCMS School of Engineering and Technology, India3, Swiss School of Management, Switzerland5
Cyberbullying, Wireless Network Security, Risk Assessment, Support Vector Machines (SVM), Prevention Strategies
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| Published By :
ICTACT
Published In :
ICTACT Journal on Communication Technology
( Volume: 15 , Issue: 1 , Pages: 3146 - 3152 )
Date of Publication :
March 2024
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328
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