PhishGuard: Machine Learning-Powered Phishing URL Detection

SA Murad, N Rahimi… - 2023 Congress in …, 2023 - ieeexplore.ieee.org
Phishing is a major threat to internet security, targeting human vulnerabilities instead of
software vulnerabilities. It involves directing users to malicious websites where their …

[PDF][PDF] A model to detect phishing websites using support vector classifier and a deep neural network algorithm

PS Ezekiel, OE Taylor, FB Deedam-Okuchaba - IJARCCE, 2020 - researchgate.net
Phishing refers is the process whereby an attacker pretends to be a legitimate one for the
purpose of getting vital information such as personal information, credit card details and …

Machine learning based detection of phishing websites in chrome

A Singh, A Shibargatti, M Mahasmrti, A Jena… - AIP Conference …, 2024 - pubs.aip.org
In recent years, the Internet has seen a significant increase in the progress and variety of on-
line services. Thanks to the scalability of the network, the users have to change their …

[PDF][PDF] Cross validation of an effective machine learning model on unified data sets to detect and analyse spear phishing attacks

JV Chandra, DSKP Narasimham Challa - researchgate.net
Social Engineering methodologies and communication approaches encountering
information and data security problem constructed because of sophisticated spear and …

[PDF][PDF] Automated phishing website detection using URL features and machine learning technique

V Preethi, G Velmayil - International Journal of Engineering and …, 2016 - academia.edu
In spite of the development of aversion strategies, phishing remains an essential risk even
after the primary countermeasures and in view of receptive URL blacklisting. This strategy is …

[PDF][PDF] Identifying phishing websites through url parsing

A Anitha, KS Gudivada, SK RLMK… - International journal of …, 2019 - academia.edu
Identifying the acts of phishing in the websites is mostly done using the classification
techniques based on machine learning or data mining. Many algorithms have been used for …

[引用][C] A Review of Phishing URL Detection using Machine Learning Systems

G Sharma, A Tiwari - Intern. J. Digital Application and Contemporary …, 2015

Performance assessment of multiple machine learning classifiers for detecting the phishing URLs

SSMM Rahman, FB Rafiq, TR Toma… - Data Engineering and …, 2020 - Springer
In the field of information security, phishing URLs detection and prevention has recently
become egregious. For detecting, phishing attacks several anti-phishing systems have …

Split behavior of supervised machine learning algorithms for phishing URL detection

M Purbay, D Kumar - Advances in VLSI, Communication, and Signal …, 2021 - Springer
Phishing is a fraudulent technique that is an effort by an individual or a group of the
individual over the Internet to defraud users to steal their personal information such as …

Phishing Attack Detection: An Improved Performance Through Ensemble Learning

B McConnell, D Del Monaco, M Zabihimayvan… - … Conference on Artificial …, 2023 - Springer
Phishing is a cybercrime that deceives online users and steals their confidential information
by impersonating a legitimate website or URL. Several machine learning-based strategies …