Detecting Malicious Application on Facebook using FRAppE

*Develop FRAppE, a suite of efficient classification techniques for identifying whether an app is malicious or not. To build FRAppE, use data from MyPage- Keeper, a security app in Facebook. *find that malicious applications significantly differ from benign applications with respect to two classes of features: On-Demand Features and Aggregation-Based Features. *present two variants of our malicious app classifier— FRAppE Lite and FRAppE. FRAppE Lite is a lightweight version that makes use of only the application features available on demand. Given a specific app ID, FRAppE Lite crawls the on-demand features for that application and evaluates the application based on these features in real time. *FRAppE—a malicious app detector that utilizes aggregation-based features in addition to the on-demand features. SOFTWARE REQUIREMENTS: • Operating system: Windows XP/7. • Coding Language: JAVA/J2EE • IDE: NetBeans 7.4 • Database: MYSQL