Deep learning with convolutional neural network and long short-term memory for phishing detection

MA Adebowale, KT Lwin… - 2019 13th International …, 2019 - ieeexplore.ieee.org
Phishers sometimes exploit users' trust of a known website's appearance by using a similar
page that looks like the legitimate site. In recent times, researchers have tried to identify and …

High accuracy phishing detection based on convolutional neural networks

SY Yerima, MK Alzaylaee - 2020 3rd International Conference …, 2020 - ieeexplore.ieee.org
The persistent growth in phishing and the rising volume of phishing websites has led to
individuals and organizations worldwide becoming increasingly exposed to various cyber …

A deep learning-based phishing detection system using CNN, LSTM, and LSTM-CNN

Z Alshingiti, R Alaqel, J Al-Muhtadi, QEU Haq… - Electronics, 2023 - mdpi.com
In terms of the Internet and communication, security is the fundamental challenging aspect.
There are numerous ways to harm the security of internet users; the most common is …

A Deep learning-based innovative technique for phishing detection in modern security with uniform resource locators

EA Aldakheel, M Zakariah, GA Gashgari, FA Almarshad… - Sensors, 2023 - mdpi.com
Organizations and individuals worldwide are becoming increasingly vulnerable to
cyberattacks as phishing continues to grow and the number of phishing websites grows. As …

Intelligent phishing detection scheme using deep learning algorithms

MA Adebowale, KT Lwin, MA Hossain - Journal of Enterprise …, 2023 - emerald.com
Purpose Phishing attacks have evolved in recent years due to high-tech-enabled economic
growth worldwide. The rise in all types of fraud loss in 2019 has been attributed to the …

Phishing detection using machine learning technique

J Rashid, T Mahmood, MW Nisar… - 2020 first international …, 2020 - ieeexplore.ieee.org
Today, everyone is highly dependent on the internet. Everyone performed online shopping
and online activities such as online Bank, online booking, online recharge and more on …

Phishing website detection based on deep convolutional neural network and random forest ensemble learning

R Yang, K Zheng, B Wu, C Wu, X Wang - Sensors, 2021 - mdpi.com
Phishing has become one of the biggest and most effective cyber threats, causing hundreds
of millions of dollars in losses and millions of data breaches every year. Currently, anti …

Phishing website detection: How effective are deep learning‐based models and hyperparameter optimization?

M Almousa, T Zhang, A Sarrafzadeh… - Security and …, 2022 - Wiley Online Library
Phishing websites are fraudulent websites that appear legitimate and trick unsuspecting
users into interacting with them, stealing their valuable information. Because phishing …

[PDF][PDF] Real-time phishing detection using deep learning methods by extensions

DM Linh, HD Hung, HM Chau, QS Vu… - International Journal of …, 2024 - researchgate.net
Phishing is an attack method that relies on a user's insufficient vigilance and understanding
of the internet. For example, an attacker creates an online transaction website and tricks …

Efficient deep learning techniques for the detection of phishing websites

M Somesha, AR Pais, RS Rao, VS Rathour - Sādhanā, 2020 - Springer
Phishing is a fraudulent practice and a form of cyber-attack designed and executed with the
sole purpose of gathering sensitive information by masquerading the genuine websites …