A Comprehensive Framework for Threat Intelligence-Driven Incident Detection

Saravanakumar Baskaran

doi:10.18535/ijsrm/v7i8.ec01

Abstract

The increasing complexity of cybersecurity threats demands more advanced and intelligence-driven methods for incident detection. Traditional security measures are often reactive, leaving organizations vulnerable to sophisticated attacks. This article presents a comprehensive framework that integrates threat intelligence into incident detection processes, enhancing the ability to detect, respond to, and mitigate cyber threats in real-time. By leveraging actionable threat intelligence data, organizations can stay ahead of emerging threats and improve their overall cybersecurity posture. This framework highlights the use of machine learning models, data analytics, and automated incident response tools, ensuring efficient, real-time detection and minimizing false positives.

Keywords

Threat IntelligenceIncident DetectionCybersecurityMachine LearningData AnalyticsAutomated Incident Response

References

S. Wagner, "The Role of Threat Intelligence in Cybersecurity," Journal of Cybersecurity and Digital Forensics, vol. 10, no. 2, pp. 120-135, 2023.Google Scholar ↗
J. Smith and R. Johnson, Threat Intelligence and Incident Response: A Comprehensive Guide, 2nd ed., New York: CyberTech Publishing, 2022.Google Scholar ↗
T. Anderson, "Challenges and Best Practices in Threat Intelligence Integration," Cyber Defense Review, vol. 8, no. 1, pp. 78-95, 2024.Google Scholar ↗
B. Williams, "Overcoming Data Overload in Threat Intelligence," Information Security Journal, vol. 29, no. 3, pp. 56-68, 2023.Google Scholar ↗
C. Harris, "Threat Intelligence Automation: Risks and Benefits," Security Intelligence Magazine, vol. 19, no. 4, pp. 101-114, 2023.Google Scholar ↗
D. Lee, "The Impact of Skilled Personnel Shortages on Cybersecurity," Journal of Information Security Research, vol. 17, no. 2, pp. 89-104, 2024.Google Scholar ↗
E. Garcia, "Data Privacy and Threat Intelligence: Striking the Balance," Global Cybersecurity Insights, vol. 12, no. 2, pp. 50-63, 2023.Google Scholar ↗
F. Patel, "Real-Time Threat Intelligence for Proactive Cyber Defense," Journal of Network Security, vol. 21, no. 1, pp. 34-48, 2024.Google Scholar ↗
G. Martin, "Cost-Effective Threat Intelligence Strategies for SMEs," Cybersecurity Business Review, vol. 15, no. 3, pp. 45-60, 2023.Google Scholar ↗
M. Scott, "Collaborative Threat Intelligence Sharing: Legal and Privacy Concerns," Cybersecurity Law & Policy Journal, vol. 5, no. 1, pp. 15-28, 2023.Google Scholar ↗

[refR-1] S. Wagner, "The Role of Threat Intelligence in Cybersecurity," Journal of Cybersecurity and Digital Forensics, vol. 10, no. 2, pp. 120-135, 2023.Google Scholar ↗

[refR-2] J. Smith and R. Johnson, Threat Intelligence and Incident Response: A Comprehensive Guide, 2nd ed., New York: CyberTech Publishing, 2022.Google Scholar ↗

[refR-3] T. Anderson, "Challenges and Best Practices in Threat Intelligence Integration," Cyber Defense Review, vol. 8, no. 1, pp. 78-95, 2024.Google Scholar ↗

[refR-4] B. Williams, "Overcoming Data Overload in Threat Intelligence," Information Security Journal, vol. 29, no. 3, pp. 56-68, 2023.Google Scholar ↗

[refR-5] C. Harris, "Threat Intelligence Automation: Risks and Benefits," Security Intelligence Magazine, vol. 19, no. 4, pp. 101-114, 2023.Google Scholar ↗

[refR-6] D. Lee, "The Impact of Skilled Personnel Shortages on Cybersecurity," Journal of Information Security Research, vol. 17, no. 2, pp. 89-104, 2024.Google Scholar ↗

[refR-7] E. Garcia, "Data Privacy and Threat Intelligence: Striking the Balance," Global Cybersecurity Insights, vol. 12, no. 2, pp. 50-63, 2023.Google Scholar ↗

[refR-8] F. Patel, "Real-Time Threat Intelligence for Proactive Cyber Defense," Journal of Network Security, vol. 21, no. 1, pp. 34-48, 2024.Google Scholar ↗

[refR-9] G. Martin, "Cost-Effective Threat Intelligence Strategies for SMEs," Cybersecurity Business Review, vol. 15, no. 3, pp. 45-60, 2023.Google Scholar ↗

[refR-10] M. Scott, "Collaborative Threat Intelligence Sharing: Legal and Privacy Concerns," Cybersecurity Law & Policy Journal, vol. 5, no. 1, pp. 15-28, 2023.Google Scholar ↗