The State of Anti-Phishing Platforms: A Survey

The insidious nature of phishing attacks remains a significant and costly challenge for digital systems.These attacks exploit both human vulnerabilities and technical errors, resulting in substantial financial losses, data breaches, and reputational damage for individuals and organizations across the globe.Recognizing this increasing threat has led to the emergence of a diverse market of anti-phishing platforms, offering a range of solutions specifically designed to detect, prevent, and reduce these malicious attempts.This paper offers a comprehensive study of this dynamic landscape, encompassing email security gateways, web filtration solutions, endpoint detection and response systems, and user awareness training platforms, including innovative technologies, functions, and main functionalities across various anti-phishing platforms.By analyzing the efficiency and inherent limitations of the current approaches, the purpose of this paper is to equip researchers, security specialists, and organizations with a deeper understanding of available tools and to inform future strategies to effectively defend against this persistent and sometimes fringe threat.

Authors

Publication Details

Journal
Journal of Artificial Intelligence in Engineering Practice.
Published
2025-04-01
DOI
https://doi.org/10.21608/jaiep.2025.374715.1015
Primary Topic
Spam and Phishing Detection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The State of Anti-Phishing Platforms: A Survey

Ahmed Mohammed Rabie
Journal of Artificial Intelligence in Engineering Practice.
Spam and Phishing Detection
article

The State of Anti-Phishing Platforms: A Survey

Ahmed Mohammed Rabie
article en

Abstract

The insidious nature of phishing attacks remains a significant and costly challenge for digital systems.These attacks exploit both human vulnerabilities and technical errors, resulting in substantial financial losses, data breaches, and reputational damage for individuals and organizations across the globe.Recognizing this increasing threat has led to the emergence of a diverse market of anti-phishing platforms, offering a range of solutions specifically designed to detect, prevent, and reduce these malicious attempts.This paper offers a comprehensive study of this dynamic landscape, encompassing email security gateways, web filtration solutions, endpoint detection and response systems, and user awareness training platforms, including innovative technologies, functions, and main functionalities across various anti-phishing platforms.By analyzing the efficiency and inherent limitations of the current approaches, the purpose of this paper is to equip researchers, security specialists, and organizations with a deeper understanding of available tools and to inform future strategies to effectively defend against this persistent and sometimes fringe threat.

Journal of Artificial Intelligence in Engineering Practice.Vol. 2(1)
Reduced inequalities
Openalex Percentile: Top 85%
Spam and Phishing Detection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.