Adopting Agent-Based Approach in Curbing Ransomware Attacks in this Modern Society
Abstract
Ransomware attacks represent a critical challenge in modern cybersecurity. This paper introduces an adaptive agent-based model for mitigating ransomware threats. The proposed approach integrates artificial intelligence, real-time monitoring, and dynamic response systems. The results demonstrate significant improvements in detection rates and response times, emphasizing the model's practical implications for strengthening cybersecurity resilience.
Keywords
RansomwareAgent-Based ModelAgentsAdaptationResilience
References
Anderson, P. (2021). AI and Machine Learning in Cybersecurity. Berlin: Springer. pp. 200-230. Anderson, P. (2021). AI and Machine Learning in Cybersecurity. Berlin: Springer, pp. 200-230. Brown, H. (2019). Ransomware: A Global Perspective. Sydney: CyberSec Publishing. pp. 45-75. Davis, T., & Moore, J. (2020). Real-Time Threat Detection Systems. San Francisco: TechWorld Publishing. pp. 56-110. Garcia, L., & Martinez, F. (2020). Agent-Based Modeling in Cybersecurity. Madrid: Springer. pp. 120-155. Khan, N., & Ali, R. (2023). Innovations in Adaptive Cyber Defense. Dubai: TechWorld Press. pp. 60-100. Lee, K., & Zhao, M. (2019). Dynamic Defense Mechanisms in Cybersecurity. New York: InfoSec Publishers. pp. 100-150. Lee, K., & Zhao, M. (2019). Dynamic Defense Mechanisms in Cybersecurity. New York: InfoSec Publishers, pp. 100-150. Explores adaptive response mechanisms against evolving threats. Patel, S. (2021). AI for Network Security. Mumbai: InfoTech Publishers. pp. 99-160. Smith, J. (2020). Cybersecurity Advances in the Era of Ransomware. London: TechPress. pp. 45- Smith, J. (2020). Cybersecurity Advances in the Era of Ransomware. London: TechPress, pp. 45- Williams, R. (2018). Threat Landscape of Modern Cyber Attacks. Chicago: CyberDefense Press. pp. 78-95. Zhang, W. (2022). Cybersecurity Threat Mitigation Techniques. Boston: MIT Press. pp. 180-220.
More Articles from INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND MATHEMATICAL THEORY
Utilization of Multimedia Instructional Materials and Its Influence on Secondary School Students’ Academic Performance and Learning Interest in Benue South, Nigeria
Author: Gabriel Odeh Ankeli, PhD, Obekpa Daniel Akor
Enhanced Machine Learning-Based Intrusion Detection System for Zero-Day Attacks
Author: Ue-Bee, Kakuubari Promise, Sako, D.J.S, Nwiabu, N. D
A Dual-Output Deep Neural Network Model for Stock Risk and Potential-Loss Prediction in Organisational Finance
Author: Collins O. Odondiri, V. I. E. Anireh, O. E. Taylor
