An investigation into the performances of the Current state-of-the-art Naive Bayes, Non-Bayesian and Deep Learning Based Classifier for Phishing Detection: A …

T Ige, C Kiekintveld, A Piplai, A Waggler… - arxiv preprint arxiv …, 2024 - arxiv.org
Phishing is one of the most effective ways in which cybercriminals get sensitive details such
as credentials for online banking, digital wallets, state secrets, and many more from potential …

An investigation into the performances of the state-of-the-art machine learning approaches for various cyber-attack detection: A survey

T Ige, C Kiekintveld, A Piplai - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In this research, we analyzed the suitability of each of the current state-of-the-art machine
learning models for various cyberattack detection from the past 5 years with a major …

Enhancing Smishing Detection: A Deep Learning Approach for Improved Accuracy and Reduced False Positives

MK Mehmood, H Arshad, M Alawida… - IEEE Access, 2024 - ieeexplore.ieee.org
The widespread use of smartphones and their constant connection to the Internet makes
them vulnerable to phishing attacks. Phishing is the act of sending malicious content such as …

Enhancing Mobile Cybersecurity: Smishing Detection Using Ensemble Learning and SMOTE

H Xu, A Qadir, S Sadiq - Available at SSRN 4875342, 2024 - papers.ssrn.com
The widespread use of cell phones, along with their constant internet connection, makes
them vulnerable to phishing attacks. Phishing involves sending malicious emails, while …

Classification of Phishing Webpages using Supervised Machine Learning Algorithms

S Alkatheeri, N Alhajeri, R Alhashmi… - 2024 15th Annual …, 2024 - ieeexplore.ieee.org
A phishing attack is a type of cybercrime that is done by stealing sensitive information of the
victim without their authorization with an attempt to either use this secret data in illegal …

Performance Analysis of Classifiers in Predicting Car Insurance Claim

S Bhoji, TN Pandey, BB Dash… - … on Inventive Systems …, 2024 - ieeexplore.ieee.org
Insurance claims pose a significant and costly challenge for insurance companies.
Managing insurance claims presents a fundamental issue for insurance firms. Insurers …