A Comparative Study for SMS Spam Detection
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2020, Vol 5, Issue 1
Abstract
With technological advancements and increment in Mobile Phones supported content advertisement, because the use of SMS phones has increased to a big level to prompted Spam SMS unsolicited Messages to users, on the complexity of reports the quality of SMS Spam is expanding step by step. These spam messages can lead loss of personal data as well. SMS spam detection which is relatively equal to a replacement area and systematic literature review on this area is insufficient. SMS detection are often dealed using various machine learning techniques which as a feature called SMS spam filtering which separates spam or ham . This Paper aims to match treats spam detection as a basic two class document classification problem. The Classification will comprise of classification algorithm with extractions and different dataset collected which uses a classification feature to filter the messages . In this web journal, we are going center on creating a Naïve Bayes show for spam message identification, and utilize flash as it could be a web benefit advancement micro framework in python to form an API for show. The Comparison has performed using machine learning and different algorithm techniques. Kavya P | Dr. A. Rengarajan, "A Comparative Study for SMS Spam Detection" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-1 , December 2020, URL: https://www.ijtsrd.com/papers/ijtsrd38094.pdf Paper URL : https://www.ijtsrd.com/computer-science/other/38094/a-comparative-study-for-sms-spam-detection/kavya-p
Authors and Affiliations
Kavya P | Dr. A. Rengarajan,
Keywords
Related Articles
- EP ID EP692309
- DOI -
- Views 124
- Downloads 0
Psychological Suktas in Veda
The Indian tradition of thousands of years has revered the Vedas as the utterance of revealed knowledge connoting highest spiritual truth which the human mind is capable to receive. The Vedic Mantras found in the Samhita...
Involvement in Distractive Activities and Academic Performance of Students in Catarman National High School
This study aimed at determining the level of students' involvement in distractive activities and the academic performance of Catarman National High School CNHS students in the Municipality of Catarman, Northern Samar. It...
Enhancement of Heat Transfer Analysis and Optimization of Engine Fins of Varying Geometry
The Engine cylinder is one of the major automobile components, which is subjected to high temperature variations and thermal stresses. In order to cool the cylinder, fins are provided on the cylinder to increase the rate...
Competition Situation in Lithuania From Theory to Practice
Competition is the competition between manufacturers, consumers and other economic actors for markets, goods and other resources. Competition occurs when, in a single sphere trade, production, distribution of goods or ot...
Achieving Secure, Universal, and Fine Grainedquery Results Verification for Secure Searchscheme Over Encrypted Cloud Data
Secure pursuit strategies over encoded cloud information enable an approved client to inquiry information documents of enthusiasm by submitting scrambled question catchphrases to the cloud server in a protection safeguar...