Investigating Evasive Techniques in SMS Spam Filtering: A Comparative Analysis of Machine Learning Models

M Salman, M Ikram, MA Kaafar - IEEE Access, 2024 - ieeexplore.ieee.org
The persistence of SMS spam remains a significant challenge, highlighting the need for
research aimed at developing systems capable of effectively handling the evasive strategies …

[PDF][PDF] SMS Spam Detection System Based on Deep Learning Architectures for Turkish and English Messages

HC Altunay, Z Albayrak - Applied Sciences, 2024 - researchgate.net
Short Message Service (SMS) still continues its existence despite the emergence of different
messaging services. It plays a part in our lives as a communication service. Companies use …

Leveraging LSTM and Multinomial Naive Bayes for Nuanced Textual-Based Sentiment Analysis

UK Agrawal, BV Ramana, D Singh, N Panda - SN Computer Science, 2024 - Springer
People all across the world express and share their points of view publicly on many
platforms about different topics. Analyzing the common man's opinions and perspective …

Natural Language Processing based classifier for identifying spam emails and SMS messages

H Rahman, MT Chowdhury… - 2024 IEEE 3rd World …, 2024 - ieeexplore.ieee.org
this research explores the development of a sophisticated classifier for screening spam
emails and communications using Natural Language Processing (NLP). In today's digital …

Advanced SMS Spam Detection using Deep Complex Models and Sine-Cosine Algorithm

S Rezaei, M Shams, MA Meybodi - 2023 14th International …, 2023 - ieeexplore.ieee.org
With the increasing use of mobile phones and messaging services, SMS spam has become
a significant issue for users. In this paper, we propose a novel approach 1 to tackle this …

Investigation of Three Machine Learning Models for the Detection of Emails Spam

AA Almabrouk, SM Abraheem, ME Ali… - مجلة شمال إفريقيا للنشر …, 2023‎ - najsp.com
Recently, machine learning has been applied to different major areas such as text
classification, machine translation, and spam detection. The great performance of machine …