Virus Detection System for Android Using ANN
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015

Virus Detection System for Android Using ANN

Harshada S. Palve, Vrunda K. Bhusari

Popularity of Handheld Device is changed nowdays.People uses smart phone for many purpose same as desktop computers like web browsing, social networking, online Banking etc. In smart phone market currently Android is the platform with highest share. Because of such popularity and open source nature of Android OS it is main source of attackers. As Android itself a very secure operating system so main source of viruses in android is the applications which is downloaded by user from internet. Here we proposed a system which is capable of detecting that whether application is malicious or not. And set of permissions is a dataset. Artificial Neural Network (ANN) algorithm is used as classifier. Set of permission is given as input to train the network. Output produced is the either 1or 0for analysis purpose to show that how viruses are propagated two applications are developed which uses Wi-fi and SMS facility of mobile phone

Keywords: Android, mobile, classifier, viruses

Edition: Volume 4 Issue 6, June 2015

Pages: 2257 - 2261

Share this Article

How to Cite this Article?

Harshada S. Palve, Vrunda K. Bhusari, "Virus Detection System for Android Using ANN", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB155796, Volume 4 Issue 6, June 2015, 2257 - 2261

67 PDF Views | 51 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Android'

Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016

Pages: 1523 - 1527

Multifunctional Remote Controlled Robot Using Android Application

T. A. Mithu, T. S. Reddy

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 286 - 290

Evolving One Touch Parking Reservation System

Chinmay Ashtikar, Abhishek Naik, Alim Manjiyani, Sankalp Awasthi

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 408 - 410

Movie Recommendation System using Naive Bayes Algorithm with Collaborative Filtering

Anchal Dubey, Raju Ranjan

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1011 - 1013

Transplantation of Native Android Apps onto J2ME Platform

Revati M. Wahul, Meenakshi Chandak, Neha Pandit, Kalyani Mote

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 1347 - 1350

A QR-Code Authentication for Medical Image Access Environment

Inakollu Ramesh, K. B. V. Rama Narasimham

Share this Article

Similar Articles with Keyword 'mobile'

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1380 - 1382

A Literature Review of Enhancing Security in Mobile Ad-Hoc Networks Using Trust Management Security Scheme

Rajshree Ambatkar, Purnima Selokar

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2406 - 2408

Optimizing the Ad-Hoc Applications in Vehicular Network: A Study

Sumeet Sekhon, Dinesh Kumar

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1486 - 1489

Mobile Based Marketing System Using Privacy and Security Aware Location Based Rewarding System

Digvijay A. Patil, Yogesh B. Gurav

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 2450 - 2452

A Review of Random Based Mobility Model for AODV and DSDV MANET's Routing Protocols

Sunita, Sunil Makkar

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 5, May 2013

Pages: 297 - 300

Balancing the Trade-Offs between Data Availability and Query Delay in MANET's

Umar I. Masumdar, N. S. Killarikar

Share this Article

Similar Articles with Keyword 'classifier'

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1789 - 1791

The Survey Paper on Importance of Integration of Knowledge Management and Business Intelligence

Vina Lomte, Saloni Shah

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016

Pages: 1967 - 1970

Survey on Recommender System using Distributed Framework

Sonali B. Ghodake, R. S. Paswan

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1907 - 1913

Human Gait Recognition Using Multisvm Classifier

Saranya Sasidharan, Smitha K S, Minu Thomas

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 6 Issue 12, December 2017

Pages: 1757 - 1761

Primary Factor Investigation for Decreasing the Computational Complexity of LAMSTAR DDoS

Dhanasekaran R, Balaji P

Share this Article

Similar Articles with Keyword 'viruses'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2302 - 2306

VILEEAR: Detection of Drive by Download attack on Malicious Web Pages

Chirag R. Desai, Dr. Narendra M. Shekokar

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2257 - 2261

Virus Detection System for Android Using ANN

Harshada S. Palve, Vrunda K. Bhusari

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 3331 - 3336

Efficient Integrity Protection for Android Smartphone

Pranjali N. Watkar, S. P. Karmore

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 4, April 2017

Pages: 2434 - 2436

Study and Comparison of Network Security in IPv4 and IPv6

Gagandeep Kaur, Dr. Karanjit Singh Kahlon

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 415 - 419

A Sophisticated Approach to Detect Email Frauds

Sruthi Sree J S, Maniveena C

Share this Article
Top