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Increasing the Efficiency of Security Operation Centers Using Automations

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dc.contributor.author Senanayake, Ruvimal
dc.date.accessioned 2025-07-02T06:42:41Z
dc.date.available 2025-07-02T06:42:41Z
dc.date.issued 2024
dc.identifier.citation Senanayake, Ruvimal (2024) Increasing the Efficiency of Security Operation Centers Using Automations. MSc. Dissertation, Informatics Institute of Technology en_US
dc.identifier.issn 20211444
dc.identifier.uri http://dlib.iit.ac.lk/xmlui/handle/123456789/2870
dc.description.abstract "Organisations need SOCs to combat the growing volume and complexity of cyber threats. Data overload, alert weariness, and rapid response might reduce SOC efficiency. This study investigates SOC performance to address inefficiency. An in-depth research shows that manual processes, limited scalability, and the inability to prioritise critical signals impair SOC threat identification and mitigation. The recommended intentional SOC workflow automation to address these challenges. We streamline tasks, analyse data, and respond to incidents in real time using AI, machine learning, and robotic process automation. The proposed automated method frees SOC analysts to focus on strategic decision-making and threat hunting. Our automation solutions are tested in case studies and simulations to improve SOC efficiency." en_US
dc.language.iso en en_US
dc.subject Automation en_US
dc.subject Security Operation Center en_US
dc.title Increasing the Efficiency of Security Operation Centers Using Automations en_US
dc.type Thesis en_US


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