Phishing detection: analysis of visual similarity based approaches

AK Jain, BB Gupta - Security and Communication Networks, 2017 - Wiley Online Library
… Attackers may also get remote access to victim’s computer and … steal victim’s information by
phishing. Classification of various … not cover all phishing websites because a newly launched …

Leveraging deep learning image classifiers for visual similarity-based phishing website detection

NB Trinh, TD Phan, VH Pham - … International Symposium on Information …, 2022 - dl.acm.org
… out to targeted victims by the URL of that fake website [9]. … , VGG19 and InceptionV3 do not
perform well when combined … does not perform well in classifying phishing sites compared …

Visual similarity-based phishing detection scheme using image and CSS with target website finder

S Haruta, H Asahina, I Sasase - GLOBECOM 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
… Our scheme uses not only image similarity but also CSS similarity. 2) To our knowledge, our
… To identify this, we store both legitimate and phishing websitesinformation of screenshot …

Detection of phishing attacks using visual similarity model

R Paturi, L Swathi, KS Pavithra… - … on Applied Artificial …, 2022 - ieeexplore.ieee.org
… to get access to a victim's personal information, such as bank … A visual similarity-based
method to combat phishing attempts … has no way of knowing whether they are on a phishing site

Two level filtering mechanism to detect phishing sites using lightweight visual similarity approach

RS Rao, AR Pais - Journal of Ambient Intelligence and Humanized …, 2020 - Springer
… a light-weight visual similarity based blacklist approach as a … legitimate site information
when the phishing site is detected … in higher delay in detection process making it not suitable at …

Phishing webpage detection based on global and local visual similarity

M Wang, L Song, L Li, Y Zhu, J Li - Expert Systems with Applications, 2024 - Elsevier
… development of visual similarity-based detection methods. … webpage screenshots, and not
affected by embedded objects … click the phishing URL and input personal information. The key …

Detection of phishing attacks in financial and e-banking websites using link and visual similarity relation

AK Jain, BB Gupta - International Journal of Information and …, 2018 - inderscienceonline.com
… Our proposed approach is not only able to detect phishing … Moreover, visual similarity based
approaches can identify … webpage with the set of targeted victim webpages. Formally, a CSS …

[PDF][PDF] A New Real-time Approach for Website Phishing Detection Based on Visual Similarity

O Asudeh - 2016 - mavmatrix.uta.edu
… However, the chance that the users be victims of such traps … visual similarity based approach
for the website phishing … Although the existing visual similarity based solutions are not

Scope of visual-based similarity approach using convolutional neural network on phishing website detection

J Rajaram, M Dhasaratham - … of Intelligent System Design: INDIA 2019, 2021 - Springer
… sensitive information from the victim through third-party fraud. … the visual similarity based
approach on phishing detection, … -based anti-phishing approach was not yet considered. The …

[PDF][PDF] Webpage Matching Based on Visual Similarity.

M Ge, X Yu, L Ye, J Shi - Computers, Materials & Continua, 2022 - cdn.techscience.cn
… and deceive the victims. To better identify and distinguish … but does not make full use of all
related information. Meanwhile, … by calculating webpage similarity based on Empirical Mode …