Prevention of Malicious Attack on Smart Phones using Amendment Capture Service

Sensitive data and information is at a greater risk due to the exploitation of the smart phones by Malwares. Malwares that once targeted the computers are now fully designed to extract all the information possible from the mobile phones. This work focuses on preventing the malicious attack on the mobile phones by using Amendment capture service, which checks the smart phone periodically or when a change has taken place and executes the DtKFc algorithm to detect the malicious applications. General Terms Machine Learning, Decision tree Algorithm, K-fold Algorithm, Amendment Capture Algorithm.