Fortifying Cybersecurity: Harnessing AI for Advanced Threat Detection and Predictive Analytics

- By Sreedhar Yalamati1
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View Affiliations Hide Affiliations1 Solutions Architect, Celer Systems Inc., Technology Services, CA, USA
- Source: Cutting-Edge Solutions for Advancing Sustainable Development: Exploring Technological Horizons for Sustainability - Part 1 , pp 190-207
- Publication Date: March 2025
- Language: English


Fortifying Cybersecurity: Harnessing AI for Advanced Threat Detection and Predictive Analytics, Page 1 of 1
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In an increasingly digitized world, cybersecurity has emerged as a paramount concern for organizations and individuals alike. The rapid evolution of cyber threats necessitates innovative approaches to defense, and artificial intelligence (AI) has emerged as a potent tool in this arsenal. This article explores the multifaceted role of AI in enhancing cybersecurity defenses, focusing on its applications in threat detection, anomaly detection, and predictive analytics. Firstly, AI-driven threat detection systems leverage machine learning algorithms to continuously analyze vast datasets and identify patterns indicative of potential cyber threats. These systems enable proactive identification and mitigation of malicious activities, thereby bolstering overall security posture. Secondly, anomaly detection techniques powered by AI algorithms play a crucial role in identifying deviations from normal behavior within a network or system. By autonomously flagging suspicious activities or deviations, these systems provide early warnings of potential security breaches, allowing for timely intervention and mitigation. Furthermore, predictive analytics, enabled by AI, empower cybersecurity professionals to anticipate and preemptively address emerging threats. By analyzing historical data, AI algorithms can forecast potential future cyber threats, enabling organizations to implement preemptive measures and fortify their defenses against evolving attack vectors. Through a comprehensive analysis of these AI-driven cybersecurity mechanisms, this article aims to underscore the critical role of AI in bolstering cybersecurity defenses. By harnessing the power of AI for threat detection, anomaly detection, and predictive analytics, organizations can significantly enhance their ability to combat the ever-evolving landscape of cyber threats, ultimately safeguarding their assets, data, and reputation in the digital realm.
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