Quantum Computing in Cybersecurity
by Romil Rawat, Rajesh Kumar Chakrawarti, Sanjaya Kumar Sarangi, Jaideep Patel, Vivek Bhardwaj, Anjali Rawat, Hitesh Rawat
26Intrusion Detection System via Classical SVM and Quantum SVM: A Comparative Overview
Ananya Upadhyay1*, Ruchir Namjoshi1, Riya Jain2, Jaideep Patel3 and Gayathri M.4
1Department of Computer Science Engineering, Shri Vaishnav Vidyapeeth Vishwavidyalaya, Indore, India
2Department of Information Technology Engineering, Institute of Engineering and Technology, Devi Ahilya Vishwavidyalaya Indore (MP), Indore, India
3Department of Computer Science and Engineering, SIRT, Bhopal, India
4Department of Computing Technologies, School of Computing, SRM Institute of Science and Technology, Kattankulathur, India
Abstract
Whether as a result of cybersecurity systems’ weakness or their absence, we have observed an increase in computer breaches across our communication networks globally in recent years. As a result, an intrusion detection system (IDS) is required. An IDS is a piece of software that keeps an eye out for malicious attempts aimed at stealing or censoring data or altering network protocols on a single computer or a network of computers. The majority of IDS approaches have evolved through time, but they are still unable to address the dynamic and intricate nature of cyberattacks on computer networks. Therefore, effective techniques are needed, which can lead to a greater detection rate. In order to determine which system is superior, this study compares the IDSs of the Classical SVM with the Quantum SVM.
Keywords: Quantum security, intrusion detection system, quantum support vector ...