Back close

Predictive Threat Evaluation in Complex IT Systems

Start Date: Wednesday, Jun 18,2014

School: School of Engineering, Coimbatore

Project Incharge:Dr. M. Sethumadhavan
Co-Project Incharge:Prashant Nair R., Kandasamy Muniasamy
Funded by:DRDO
Predictive Threat Evaluation in Complex IT Systems

COTS Security Incident and Event Management (SIEM) Systems process log events based on built-in rules and identify actionable incidents. These primarily identify known attacks. Using Machine Learning techniques such as Naive Bayes and AdaBoost algorithms, we aim to predict new attacks probabilistically for wired and wireless networks. The Machine Learning-based prediction system in tandem with an SIEM system to predict an attack before it actually occurs. Evaluate the effectiveness of the ML system comparing with the SIEM system in network attack prediction

Related Projects

Cloud based hybrid pattern recognition approach for fault diagnosis of motor driven rotating machines using motor current signature analysis
Cloud based hybrid pattern recognition approach for fault diagnosis of motor driven rotating machines using motor current signature analysis
Development of Surface-Modified Carbon Steel by employing Advanced Surface Engineering Technique
Development of Surface-Modified Carbon Steel by employing Advanced Surface Engineering Technique
Strengthen child protection system and structures to deliver preventive and responsive child protection service in Tamilnadu and Kerala
Strengthen child protection system and structures to deliver preventive and responsive child protection service in Tamilnadu and Kerala
Design and Analysis of Dual Frequency Quarter-Wave Shorted Microstrip Patch Antenna for Satellite MIMO
Design and Analysis of Dual Frequency Quarter-Wave Shorted Microstrip Patch Antenna for Satellite MIMO
Impacts of recent El-Nino Southern Oscillation (ENSO) on the Water-Food-Energy Nexus in South Asia (Indian PI)
Impacts of recent El-Nino Southern Oscillation (ENSO) on the Water-Food-Energy Nexus in South Asia (Indian PI)
Admissions Apply Now