[HTML][HTML] Foundations of Phishing Detection Using Deep Learning: A Review of Current Techniques

M Rahaman - … . com/foundations-of-phishing-detection-using …, 2024 - insights2techinfo.com
The introduction of the digital era has seen a rapid and significant rise in phishing assaults,
leading to the necessity for immediate advancements in cybersecurity protocols. Deep …

A Hybrid Framework for Improved Weighted Quantum Particle Swarm Optimization and Fast Mask Recurrent CNN to Enhance Phishing-URL Prediction Performance

SS Kumar, P Muthusamy, MPA Jerald - International Journal of …, 2024 - Springer
Phishing websites are cybercrimes that aim to collect confidential data, including bank card
numbers, bank accounts, and credentials. To detect phishing sites, specialists must extract …

Harnessing Machine Learning Intelligence Against Cyber Threats: Navigating Legal and Ethical Challenges in Global Cyber Investigations

B Singh, C Kaunert, R Gautam - … Entrepreneurial Mindsets With AI, 2024 - igi-global.com
The spread of cyberthreats in the digital age presents serious concerns to national security,
the stability of the economy, and personal privacy. Traditional security methods are unable …

PhishGuard: A Convolutional Neural Network Based Model for Detecting Phishing URLs with Explainability Analysis

MR Islam, MM Islam, M Afrin, A Antara… - arXiv preprint arXiv …, 2024 - arxiv.org
Cybersecurity is one of the global issues because of the extensive dependence on cyber
systems of individuals, industries, and organizations. Among the cyber attacks, phishing is …

A Comprehensive Review of Neural Network-Based Approaches for Predicting Phishing Websites and URLs

E Blancaflor, AH Calpo, SJ Cebrian… - 2024 5th International …, 2024 - ieeexplore.ieee.org
This comprehensive review discusses recent advancements in the modern technology of
phishing detection and prevention, focusing on Neural Network-based machine learning …

The Impact of Artificial Intelligence in Future Public Administrations

MC Semsari, HK Bayraktar - Empowering Entrepreneurial Mindsets …, 2024 - igi-global.com
It is predicted that artificial intelligence may have serious impacts on the governance of the
future. For this reason, all countries have started to make changes and transformations in …

PD-UHD features: Phishing Detection Approach using uncooked URL, HTML content and Domain Name Features

M Manjula, RH Kenchamma… - 2024 Second …, 2024 - ieeexplore.ieee.org
Phishing is a strategy aimed at stealing users' sensitive information. Facilitated by carefully
designed counterfeit websites, phishing lures online users to visit deceitful web pages to …

Web Portal Validation Model by Digital Signature and ISO 27002 to Reduce Private Credentials Theft for Phishing Attacks to Financial Sector Customers

J Villanueva, J Sebastian… - … Conference on Electrical …, 2024 - ieeexplore.ieee.org
Phishing attacks increase by 46% since 2018, mainly affecting the financial sector with
losses on average of $3.66 million during 2019. The poor validation procedures of legitimate …

Exploring GRU-based approaches with attention mechanisms for accurate phishing URL detection

J KS - Intelligent Decision Technologies - content.iospress.com
In the dynamic realm of digital advancements, the persistent menace of phishing attacks
continues to jeopardize the security landscape for both individuals and organizations. As …

Phishing Detection in Deep Learning: Systematic Literature Review

R Abdillah, W Syafitri - Jurnal CoreIT: Jurnal Hasil Penelitian Ilmu … - ejournal.uin-suska.ac.id
Phishing is an attack that is harmful to organizations and individuals in cybersecurity. Many
researchers use deep learning techniques to detect phishing. However, the proposed …