Contextual Forensic Analysis of Emails Using Machine Learning Algorithms

KA Apoorva, S Sangeetha - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Emails are essential for personal, professional, and commercial communication, and their
increasing volume has led to the need for contextual analysis. Machine learning algorithms …

Information Security in Social Media Sites: Sentiment Analysis of Email

AA Emmanuel, T Yamazaki - 2023 IEEE 18th International …, 2023 - ieeexplore.ieee.org
In today's digital era, email stands as a fundamental tool for communication due to its
convenience, rapidity, flexibility, and comprehensive archival capabilities. However, the …

ESD: E-mail Spam Detection using Cybersecurity-Driven Header Analysis and Machine Learning based Content Analysis.

H Batra, L Nelson - International Journal of Performability …, 2024 - search.ebscohost.com
Background: Spams are commonly known as unwanted commercial or deceptive emails,
which strategically target specific individuals or businesses to promote products or mislead …

Enhancing email communication security through hierarchical machine learning models

NM Dandvekar - International Journal Of Engineering And …, 2023 - indianjournals.com
With the exponential growth of digital communication, the menace of spam emails has
become a pervasive issue, threatening the efficiency and security of communication …

Detecting Email Spam with NLP: A Machine Learning Approach

P Jain, S Singh, CK Saxena - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The rapid increase of digital communication has led to an exponential increase in email
traffic, with a significant part being unwanted spam messages. This project aims to combat …

Machine Learning Based Spam E-Mail Detection Using Logistic Regression Algorithm

N Jayapandian - 2023 IEEE International Conference on ICT …, 2023 - ieeexplore.ieee.org
The rise of spam mail, or junk mail, has emerged as a significant nuisance in the modern
digital landscape. This surge not only inundates user's email inboxes but also exposes them …

Semantic Analysis and Classification of Emails through Informative Selection of Features and Ensemble AI Model

S Sachan, K Doulani, M Adhikari - Proceedings of the 2023 Fifteenth …, 2023 - dl.acm.org
The emergence of novel types of communication, such as email, has been brought on by the
development of the internet, which radically concentrated the way in that individuals …

[HTML][HTML] A novel and secured email classification and emotion detection using hybrid deep neural network

P Krishnamoorthy, M Sathiyanarayanan… - International Journal of …, 2024 - Elsevier
Compared to other social media data, email data differs from it in various topic-specific ways,
including extensive replies, formal language, significant length disparities, high levels of …

Trustworthiness of spam email addresses using machine learning

F Jáñez-Martino, R Alaiz-Rodríguez… - Proceedings of the 21st …, 2021 - dl.acm.org
Cybercriminals have increasingly used spam email to send scams, phishing, malware and
other frauds to organisations and people. They design sophisticated and contextualised …

Spam Sentinel: Revolutionizing Email Protection Using Machine Learning Techniques

J Shetty - … International Conference on Recent Advances in …, 2023 - ieeexplore.ieee.org
The rapid growth of email usage has brought about an unprecedented increase in spam
emails, posing serious challenges to users and businesses alike. To tackle this issue, this …