Classification of phishing attack solutions by employing deep learning techniques: A systematic literature review

E Benavides, W Fuertes, S Sanchez… - … and Advances in Defense …, 2020 - Springer
… current Deep Learning solutions in order to combat phishing attacks, even latest threats,
such as spear phishing attacks. To achieve such attempt, the different Deep Learning solutions …

Phishing attacks detection using deep learning approach

I Saha, D Sarma, RJ Chakma, MN Alam… - … on Smart Systems …, 2020 - ieeexplore.ieee.org
… for detecting phishing webpages using deep learning approach… is used to predict the
phishing webpages. The dataset was … a deep learning-based approach for detecting phishing

A phishing-attack-detection model using natural language processing and deep learning

E Benavides-Astudillo, W Fuertes, S Sanchez-Gordon… - Applied Sciences, 2023 - mdpi.com
… In this study, we propose a model to detect phishing attacks using words extracted from the
HTML code of web pages. These are then analyzed and passed through an embedding layer…

Cloud-based email phishing attack using machine and deep learning algorithm

UA Butt, R Amin, H Aldabbas, S Mohan… - Complex & Intelligent …, 2023 - Springer
… Many types of phishing attacks and algorithms are discussed in this paper. This research
examined email and text phishing attacks and proposed a supervised and deep learning

[PDF][PDF] Detection of E-mail phishing attacks–using machine learning and deep learning

D Rathee, S Mann - International Journal of Computer Applications, 2022 - academia.edu
… on both machinelearning (ML) and deep-learning (DL) approaches for detecting phishing
e-… proposed in the last few decades to classify phishing e-mails at different stages of crime in a …

Intelligent phishing detection scheme using deep learning algorithms

MA Adebowale, KT Lwin, MA Hossain - Journal of Enterprise …, 2023 - emerald.com
… anti-phishing tools to combat phishing attacks; … phishing attacks and also improve the
awareness of active Internet users as to how they can protect themselves against phishing attacks. …

Deep learning for phishing detection

W Yao, Y Ding, X Li - 2018 IEEE Intl Conf on Parallel & …, 2018 - ieeexplore.ieee.org
… This paper uses deep learning methods to detect phishing attacks. We believe that other
methods that can effectively identify the logo can be applied to our solution to implement two-…

Applications of deep learning for phishing detection: a systematic literature review

C Catal, G Giray, B Tekinerdogan, S Kumar… - … and Information Systems, 2022 - Springer
… the results on deep learning approaches for phishing detection as … of how deep learning
algorithms have been used for phishing … Since some phishing attacks such as spear phishing

Deep learning for phishing detection: Taxonomy, current challenges and future directions

NQ Do, A Selamat, O Krejcar, E Herrera-Viedma… - Ieee …, 2022 - ieeexplore.ieee.org
phishing detection. As a result, this study proposes a taxonomy of deep learning algorithms
for phishing … application of ML in various solutions to detect evolving phishing attacks [1]–[3]. …

A deep learning-based framework for phishing website detection

L Tang, QH Mahmoud - IEEE Access, 2021 - ieeexplore.ieee.org
phishing attacks. From the network security reports in recent years, we can see that the
economic losses caused by phishing attacksdeep learning-based framework to detect phishing