A comprehensive study of email spam botnet detection

WZ Khan, MK Khan, FTB Muhaya… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
The problem of email spam has grown significantly over the past few years. It is not just a
nuisance for users but also it is damaging for those who fall for scams and other attacks. This …

A survey of image spamming and filtering techniques

A Attar, RM Rad, RE Atani - Artificial Intelligence Review, 2013 - Springer
Many techniques have been proposed to combat the upsurge in image-based spam. All the
proposed techniques have the same target, trying to avoid the image spam entering our …

DeepCapture: image spam detection using deep learning and data augmentation

B Kim, S Abuadbba, H Kim - … , ACISP 2020, Perth, WA, Australia, November …, 2020 - Springer
Image spam emails are often used to evade text-based spam filters that detect spam emails
with their frequently used keywords. In this paper, we propose a new image spam email …

[PDF][PDF] Detecting image spam using image texture features

B Al-Duwairi, I Khater… - International Journal for …, 2012 - infonomics-society.org
Filtering image email spam is considered to be a challenging problem because spammers
keep modifying the images being used in their campaigns by employing different …

SVM with Gaussian kernel-based image spam detection on textual features

P Kumar, M Biswas - 2017 3rd International Conference on …, 2017 - ieeexplore.ieee.org
With the growth of the internet and the increasing importance of emails in our daily lives,
spams have become a common phenomenon posing serious threats, as it gives rise to …

Identification of image spam by using low level & metadata features

A Gupta, C Singhal, S Aggarwal - International Journal of …, 2012 - search.proquest.com
Spammers are constantly evolving new spam technologies, the latest of which is image
spam. Till now research in spam image identification has been addressed by considering …

Texture analysis-based image spam filtering

B Al-Duwairi, I Khater… - … Conference for Internet …, 2011 - ieeexplore.ieee.org
Filtering image email spam is considered to be a challenging problem because spammers
keep modifying the images being used in their campaigns by employing different …

Detecting image spam based on k-labels propagation model

X Qian, W Zhang, Y Zhang, G Zhou… - 2013 10th Web …, 2013 - ieeexplore.ieee.org
In order to detect image spam effectively, we propose a method based on a K-labels
propagation model (KLPM) in this paper. Specifically, the speeded up robust features …

An improved anti spam filter based on content, low level features and noise

A Gupta, C Singhal, S Aggarwal - … 2012, Bangalore, India, January 2-4 …, 2012 - Springer
Spammers are constantly evolving new spam technologies, the latest of which is image
spam. Till now research in spam image identification has been addressed by considering …

[引用][C] Hierarchical email spam filtering

IM Khater, OM Al-Jarrah, B Al-Duwairi - Int. of Comput. Inf. Technol, 2016