Spam Detection using Natural Language Processing
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2014, Vol 16, Issue 5
Abstract
Abstract: Spam mails can be referred as unsolicited bulk email. These messages are used to advertise products and services for phishing purposes or to lead recipients to malicious sites with unethical intentions. Althoughnumerous techniques to block spam e-mails have been developed, we still receive them quite often. The reason behind this is mainly ability of the spammers to manipulate the filters. Therefore we present a method based on Natural Language Processing (NLP) for the filtration of spam emails in order to enhance online security. The technique presented in this paper is a stepwise approach which blocks spam emails based on the sender as well as the content of the mail.
Authors and Affiliations
Rohit Giyanani , Mukti Desai
Keywords
Related Articles
- EP ID EP121601
- DOI -
- Views 127
- Downloads 0
Nearest Adjacent Node Discovery Scheme for Routing Protocol in Wireless Sensor Network
The broad significance of Wireless Sensor Networks is in most emergency and disaster rescue domain. The routing process is the main challenges in the wireless sensor network due to lack of physical links.  ...
Secured Source Anonymous Message Authentication UsingWireless Sensor Network
Abstract: The secured exchange of message was the main concern. To overcome this, message authenticationschemes were developed, to maintain the privacy of message. Message authentication schemes are based onsymmetric key...
Natural Language Query Processing on Dynamic Databases Using Semantic Grammar
Abstract: Ease and effectiveness of Information Retrieval from Structured Database through Natural Language provides high utility value. The main purpose of Natural Language Query Processing is that an English...
The effect of Encryption algorithms Delay on TCP Traffic overdata networks
Abstract: Security is a big concern for data networks users. Data encryption considered to be one of the bestsolutions for security issues. There are some standard encryption algorithms that used to encrypt transfe...
Load Balancing In Cloud Computing:A Review
As the IT industry is growing day by day, the need of computing and storage is increasing rapidly. The amount of data exchanged over the network is constantly increasing. Thus the process of this increasi...