An efficient deep learning-based scheme for web spam detection in IoT environment

A Makkar, N Kumar - Future Generation Computer Systems, 2020 - Elsevier
From the last few years, Internet of Things has revolutionized the entire world. In this, various
smart objects perform the tasks of sensing and computing to provide uninterrupted services …

PROTECTOR: An optimized deep learning-based framework for image spam detection and prevention

A Makkar, N Kumar - Future Generation Computer Systems, 2021 - Elsevier
Image spam is a spamming technique that integrates spam text content into graphical
images in order to bypass conventional text-based spam filters. In order to detect image …

A Review on Machine Learning Techniques for Image Based Spam Emails Detection

M Abdullahi, AD Mohammed, SA Bashir… - 2020 IEEE 2nd …, 2021 - ieeexplore.ieee.org
Sending and receiving e-mails have continued to take the lead being the easiest and fastest
way of e-communication despite the presence of other forms of e-communication such as …

Convolutional neural networks for image spam detection

T Sharmin, F Di Troia, K Potika… - … Security Journal: A Global …, 2020 - Taylor & Francis
Spam can be defined as unsolicited bulk e-mail. In an effort to evade text-based filters,
spammers sometimes embed spam text in an image, which is referred to as image spam. In …

Visual and textual features based email spam classification using S-Cuckoo search and hybrid kernel support vector machine

T Kumaresan, S Saravanakumar, R Balamurugan - Cluster Computing, 2019 - Springer
Spam mail classification has been playing a vital role in recent days due to the
uncontrollable growth happening in the electronic media. Literature presents several …

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 …

Support vector machines for image spam analysis

A Chavda, K Potika, F Di Troia, M Stamp - 2018 - scholarworks.sjsu.edu
Email is one of the most common forms of digital communication. Spam is unsolicited bulk
email, while image spam consists of spam text embedded inside an image. Image spam is …

An improved image spam classification model based on deep learning techniques

AB Singh, KM Singh, YJ Chanu… - Security and …, 2022 - Wiley Online Library
Image Spam is a type of spam that has embedded text in an image. Classification of Image
Spam is done using various machine learning approaches based on a broad set of features …

Advanced Machine Learning Model to Detect Spam on Instagram

M Singh - 2023 IEEE International Conference on Blockchain …, 2023 - ieeexplore.ieee.org
In recent years, social media platforms like Facebook, Twitter, and Instagram have become
increasingly significant as channels for the diffusion of information. One of these social …

Makine Öğrenmesi Yaklaşımlarının Spam-Mail Sınıflandırma Probleminde Karşılaştırmalı Analizi

N Baktır, Y Atay - Bilişim Teknolojileri Dergisi, 2022 - dergipark.org.tr
Elektronik posta, kuruluşların, kişilerin sıklıkla kullandıkları dosya paylaşımı gibi çeşitli
etkileşimlerin bulunduğu iletişim aracıdır. Bu tür araçların faydalı etkilerinin yanında …