TwitterGAN: robust spam detection in twitter using novel generative adversarial networks

M Diqi - International Journal of Information Technology, 2023 - Springer
As social media platforms like Twitter continue to evolve, the proliferation of spam content
has become a pressing issue, undermining the credibility of shared messages. Traditional …

Application of error level analysis in image spam classification using deep learning model

AB Singh, KM Singh - Plos one, 2023 - journals.plos.org
Image spam is a type of spam that contains text information inserted in an image file.
Traditional classification systems based on feature engineering require manual extraction of …

Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering

G Hnini, J Riffi, MA Mahraz, A Yahyaouy… - Big Data and Cognitive …, 2023 - mdpi.com
Spammers have created a new kind of electronic mail (e-mail) called image-based spam to
bypass text-based spam filters. Unfortunately, these images contain harmful links that can …

Spam Email Image Detection Using Convolution Neural Network and Convolutional Block Attention Module

MA Jamal, P Kumar - International Conference on Artificial Intelligence on …, 2023 - Springer
Image spam is continually a popular area of research. Cyberspace is under attack from
many different directions. Spam that contains text embedded in an image is known as …

LBP Feature Extraction and Statistical Pooling-Based Image Spam Detection Model

A Kaşoğlu, O Yaman - Computer Science, 2023 - dergipark.org.tr
Email, which stands for electronic mail, is a form of digital communication between two or
more individuals. These technological instruments that facilitate communication can have a …