Add to ORKGAbstract:- Many spam email filters have been proposed, however spammers regularly find new ways of hoodwinking those filters. Most of those filters are text based and hence spammers try to conceal the text which reveals the spam nature of an email. In order to investigate the ways spammers are using, we consider a large set of spam emails and found that we can classify these emails into 5 categories which are text based, obfuscating, image based, HTML tags, and non-English. We counted the percentage of spam emails in each category and then used a sample spam filter to evaluate the effectiveness of the filter on each of the categories. The TREC Spam Filter Evaluation Toolkit was used in our evaluation. Key-Words:- Spam email, Text based spam...
Spam filtering approaches constantly face new evasion techniques attempted by the spammers. For exam...
The paper presents a brief survey of the fight between spammers and antispam software developers, an...
The massive increase of spam is posing a very serious threat to email which has become an important ...
In recent years, email spam has become an increasingly important problem, with a big economic impact...
learning filters) use tokens, which are found during message content analysis, to separate spam from...
Electronic Mail (E-mail) has established a significant place in information user’s life. Mails are u...
The email communication system is threatened by unsolicited commercial email aka spam. In response, ...
In recent years anti-spam filters have become necessary tools for Internet service providers to face...
Spam is no longer just commercial unsolicited email messages that waste our time, it consumes networ...
Email spam is a major problem for the sustainability of the Internet and global commerce. Every day ...
The purpose of email spam is to advertise to sell, phishing attacks, DDOS attacks and many more. Man...
With the increasing emergence of electronic communication on the internet, spam, which is defined as...
As the spam problem grew larger, the interest in spam filters grew accordingly. As with any new tech...
Spam is commonly defined as unsolicited email messages, and the goal of spam categorization is to di...
Spam emails are causing major resource wastage by unnecessarily flooding the network links.The cost ...
Spam filtering approaches constantly face new evasion techniques attempted by the spammers. For exam...
The paper presents a brief survey of the fight between spammers and antispam software developers, an...
The massive increase of spam is posing a very serious threat to email which has become an important ...
In recent years, email spam has become an increasingly important problem, with a big economic impact...
learning filters) use tokens, which are found during message content analysis, to separate spam from...
Electronic Mail (E-mail) has established a significant place in information user’s life. Mails are u...
The email communication system is threatened by unsolicited commercial email aka spam. In response, ...
In recent years anti-spam filters have become necessary tools for Internet service providers to face...
Spam is no longer just commercial unsolicited email messages that waste our time, it consumes networ...
Email spam is a major problem for the sustainability of the Internet and global commerce. Every day ...
The purpose of email spam is to advertise to sell, phishing attacks, DDOS attacks and many more. Man...
With the increasing emergence of electronic communication on the internet, spam, which is defined as...
As the spam problem grew larger, the interest in spam filters grew accordingly. As with any new tech...
Spam is commonly defined as unsolicited email messages, and the goal of spam categorization is to di...
Spam emails are causing major resource wastage by unnecessarily flooding the network links.The cost ...
Spam filtering approaches constantly face new evasion techniques attempted by the spammers. For exam...
The paper presents a brief survey of the fight between spammers and antispam software developers, an...
The massive increase of spam is posing a very serious threat to email which has become an important ...