[HTML][HTML] Email spam detection by deep learning models using novel feature selection technique and BERT

G Nasreen, MM Khan, M Younus, B Zafar… - Egyptian Informatics …, 2024 - Elsevier
Due to the influx of advancements in technology and the increased simplicity of
communication through emails, there has been a severe threat to the global economy and …

Long short-term memory networks for email spam classification

VS Vinitha, DK Renuka… - … Conference on Intelligent …, 2023 - ieeexplore.ieee.org
In this internet era, email becomes very popular because of its fastest and easiest way of
sharing information with others. Spam is the major problem, which sends unwanted …

An advanced deep attention collaborative mechanism for secure educational email services

Y Chen, Y Yang - Computational Intelligence and …, 2022 - Wiley Online Library
The COVID‐19 crisis has once again highlighted the vulnerabilities of some critical areas in
cyberspace, especially in the field of education, as distance learning and social distance …

Detection of spam messages in e-messaging platform using machine learning

S Vinothkumar, S Varadhaganapathy… - 2022 Fifth …, 2022 - ieeexplore.ieee.org
In recent years, the internet has surpassed print as the dominant source of knowledge
Individuals who don't have enough time to actually read the newspaper resort to social …

Movie Success-Rate Prediction System through Optimal Sentiment Analysis

DM Qaseem, N Ali, W Akram, A Ullah… - Journal of the Institute of …, 2022 - iecscience.org
With the speedy growth of social media, it has become easy for people to express their
feelings about anything and give their opinions. These opinions are helpful in business …

Deep neural network based spam email classification using attention mechanisms

MT Ahmed, M Akter, MS Rahman, M Rahman… - Journal of Intelligent …, 2023 - scirp.org
Spam emails pose a threat to individuals. The proliferation of spam emails daily has
rendered traditional machine learning and deep learning methods for screening them …

Diverse ensemble classifier driven Email spam classification using multiple word embedding's with COCOB optimizer

V Sri Vinitha, DK Renuka - Journal of Intelligent & Fuzzy …, 2024 - content.iospress.com
Spam Email is a serious concern which can steal user's personal information and cause
huge financial loss due to the increasing rate of internet users. Therefore, the demand for …

Semantic-Based Feature Extraction and Feature Selection in Digital Library User Behaviour Dataset

FMH Fernandez, ISH Punithavathi, TV Ramana… - Computer Networks and …, 2022 - Springer
Abstract World Wide Web has become a universal environment for human interface,
collaboration, communication, data storage and data sharing. Information retrieval is a …

Transformer-based attention model for email spam classification

VS Vinitha, DK Renuka, LA Kumar - International Conference on Frontiers …, 2023 - Springer
Over the past few decades, communication has become easier due to the rapid
development in technology. Although several modes exist for communication, in this era of …

E-mail Classification Using Traditional Deep Learning Models and Large Language Models

A Rahman, DA Algarni, DA Aluhaideb… - Finance and Law in the …, 2024 - Springer
Nowadays, the reliance on electronic mail (E-mail) as a communication channel has
increased significantly, especially in businesses. Companies receive an enormous volume …