Add to ORKGNowadays, e-mail is widely becoming one of the fastest and most economical forms of communication.Thus, the e-mail is prone to be misused. One such misuse is the posting of unsolicited, unwanted e-mails known as spam or junk e-mails. This paper presents and discusses an implementation of an Anti-spam filtering system, which uses a Multi-Layer Perceptron (MLP) as a classifier and a Genetic Algorithm (GA) as a training algorithm. Standard genetic operators and advanced techniques of GA algorithm are used to train the MLP. The implemented filtering system has achieved an accuracy of about 94 % to detect spam e-mails, and 89 % to detect legitimate e-mails
Along with the popularity of the Internet technologies, especially electronic mail, there has been ...
With today’s reliance on email, spam is not just annoyance, but presents a real cost to companies an...
The continuous attack of email spam on internet users has geometrically increased and necessitated t...
Elecronic mail (E-mail) is an essential communication tool that has been greatly abused by spammers ...
Abstract—In the present scenario, all the email inboxes are barged with spam mails. The escape route...
Abstract — In the present scenario, Electronic mail holds an intrinsic and an inevitable aspect of a...
Spam email filtering is a hot area of research, as they are growing with time. Most of the spam mail...
Spam email filtering is a hot area of research, as they are growing with time. Most of the spam mail...
This article analyzes the problem of filtering spam messages and addressing spam messages, Bayesian ...
In the modern world, email communication defines itself as the most used technology for exchanging m...
The internet has undoubtedly become the linking tool for bringing together customers and business pe...
In today's digital era, email spam may lead to phishing scams, malware infections, and even identity...
AbstractElectronic spam is the most troublesome Internet phenomenon challenging large global compani...
Email is a commonly used tool for communication which allows rapid and asynchronous communication. T...
The stampede by both individuals and business organizations to the Internet, the acceptance of the I...
Along with the popularity of the Internet technologies, especially electronic mail, there has been ...
With today’s reliance on email, spam is not just annoyance, but presents a real cost to companies an...
The continuous attack of email spam on internet users has geometrically increased and necessitated t...
Elecronic mail (E-mail) is an essential communication tool that has been greatly abused by spammers ...
Abstract—In the present scenario, all the email inboxes are barged with spam mails. The escape route...
Abstract — In the present scenario, Electronic mail holds an intrinsic and an inevitable aspect of a...
Spam email filtering is a hot area of research, as they are growing with time. Most of the spam mail...
Spam email filtering is a hot area of research, as they are growing with time. Most of the spam mail...
This article analyzes the problem of filtering spam messages and addressing spam messages, Bayesian ...
In the modern world, email communication defines itself as the most used technology for exchanging m...
The internet has undoubtedly become the linking tool for bringing together customers and business pe...
In today's digital era, email spam may lead to phishing scams, malware infections, and even identity...
AbstractElectronic spam is the most troublesome Internet phenomenon challenging large global compani...
Email is a commonly used tool for communication which allows rapid and asynchronous communication. T...
The stampede by both individuals and business organizations to the Internet, the acceptance of the I...
Along with the popularity of the Internet technologies, especially electronic mail, there has been ...
With today’s reliance on email, spam is not just annoyance, but presents a real cost to companies an...
The continuous attack of email spam on internet users has geometrically increased and necessitated t...