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Paper Details
Paper Title
Secure Encryption With Digital Signature Approach For SMS And Spam Detection Using SVM
Authors
Shaheda Bano, Abu Rehan
Abstract
Global System for Mobile (GSM) is a second generation cellular standard developed to cater voice services and data delivery using digital modulation. Short Message Service (SMS) text messages are indispensable in our lives today, but along with the convenience of using SMS messages in our daily lives, we also face a serious problem caused by SMS spamming. However their security is a critical issue cumbering their application and development. The current SMS hasn’t achieved secure transmission of plaintext between different mobile phone devices. SMS doesn’t have its own build-in mechanism to secure the transmitted data because security isn’t considered as a priority application for mobile devices. This paper analyses the most popular digital signature algorithms such as RSA and ElGamal technique for encryption and decryption. SMS spam checking is also done by using Simple vector machine (SVM) technique and simulation is carried on MATLAB .SVM proves to be a great classifier and yields an overall accuracy of about 97-98%.
Keywords- GSM, SMS, spam, encryption, decryption, RSA, ElGamal, SVM.
Publication Details
Unique Identification Number - IJEDR1603114Page Number(s) - 694-698Pubished in - Volume 4 | Issue 3 | August 2016DOI (Digital Object Identifier) - Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
Shaheda Bano, Abu Rehan, "Secure Encryption With Digital Signature Approach For SMS And Spam Detection Using SVM", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.4, Issue 3, pp.694-698, August 2016, Available at :http://www.ijedr.org/papers/IJEDR1603114.pdf
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