Research-based on user behavior analysis for authentication is the motivation for this research. We move ahead using a behavioral approach to identify malicious users and legitimate users. In this paper. we have explained how we have applied big data analytics to application-layer logs and predicted malicious users by employing a Machine Learning algorithm based on certain metrics exp... http://www.spidertattooz.com/Axon-Fixed-Blade-Knife/