Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Modern Supervisory Control and Data Acquisition (SCADA) systems used by the electric utility industry to monitor and control electric por generation, transmission and distribution are recognized today as critical components of the electric por delivery infrastructure. SCADA systems are large, complex and incorporate increasing numbers of widely distributed components. The presence of a real time intrusion detection mechanism, which can cope with different types of attacks, is of great importance in order to defend a system against cyber attacks. This defense mechanism must be distributed, cheap and above all accurate, since false positive alarms or mistakes regarding the origin of the intrusion mean severe costs for the system. Recently an integrated detection mechanism, namely  IT-OCSVM , was proposed, which is distributed in a SCADA network as a part of a distributed intrusion detection system (DIDS), providing accurate data about the origin and the time of an intrusion.   also analyze the architecture of the integrated detection mechanism and  perform extensive simulations based on real cyber attacks in a small SCADA testbed in order to evaluate the performance of the proposed mechanism.
['Leandros A. Maglaras', 'Jianmin Jiang', 'Tiago J. Cruz']
I am writing a research paper on a idea Combining ensemble methods and social network metrics for improving accuracy of OCSVM on intrusion detection in SCADA systems
[{"from": "human", "value": "I am writing a research paper on a idea Combining ensemble methods and social network metrics for improving accuracy of OCSVM on intrusion detection in SCADA systems"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Modern Supervisory Control and Data Acquisition (SCADA) systems used by the electric utility industry to monitor and control electric por generation, transmission and distribution are recognized today as critical components of the electric por delivery infrastructure. SCADA systems are large, complex and incorporate increasing numbers of widely distributed components. The presence of a real time intrusion detection mechanism, which can cope with different types of attacks, is of great importance in order to defend a system against cyber attacks. This defense mechanism must be distributed, cheap and above all accurate, since false positive alarms or mistakes regarding the origin of the intrusion mean severe costs for the system. Recently an integrated detection mechanism, namely  IT-OCSVM , was proposed, which is distributed in a SCADA network as a part of a distributed intrusion detection system (DIDS), providing accurate data about the origin and the time of an intrusion.   also analyze the architecture of the integrated detection mechanism and  perform extensive simulations based on real cyber attacks in a small SCADA testbed in order to evaluate the performance of the proposed mechanism."}]