Artificial Intelligence Driven Approaches for Improving Cybersecurity in Cloud Computing Environments
Keywords:
Artificial Intelligence, Cloud Computing, Cybersecurity, Intrusion Detection, Anomaly DetectionAbstract
Cloud computing has revolutionized the storage, management, and delivery of data, but it has also introduced significant security challenges such as data breaches, denial-of-service attacks, and insider threats. Artificial Intelligence (AI) offers innovative solutions to mitigate these risks by leveraging techniques like machine learning, deep learning, and natural language processing to enhance intrusion detection, anomaly detection, and access control. This paper explores AI-driven cybersecurity frameworks in cloud environments, focusing on current applications, comparative approaches, challenges, and future directions.
References
Zhang, Y., et al. "Machine learning for cloud security intrusion detection." IEEE Access, 2017.
Kumar, R., & Singh, A. "A survey on intrusion detection in cloud computing." Future Generation Computer Systems, 2018.
Al-Hadhrami, T. "Deep learning in intrusion detection systems." Journal of Cloud Security, 2019.
Li, X., & Chen, L. "NLP-based log analysis for insider threat detection." Journal of Information Security, 2020.
Patel, D. "Hybrid AI methods for adaptive anomaly detection." Cybersecurity Review, 2023.
Huang, M. "Reinforcement learning for cloud security policies." IEEE Transactions on Cloud Computing, 2022.
Ahmed, S. "AI for detecting zero-day attacks in multi-cloud systems." International Journal of Computer Applications, 2021.
Chen, J. "Blockchain-enhanced AI in cybersecurity." Journal of Information Technology, 2020.
Gupta, V. "Comparative study of AI algorithms for anomaly detection." Computer Science Review, 2019.
Singh, P. "Generative adversarial networks in security training." Journal of Emerging Technologies, 2021.
Khan, R. "Challenges in AI-based cybersecurity." Future Internet, 2018.
Liu, H. "Explainable AI models for cloud defense." Computers & Security, 2022.
Das, A. "IoT and AI integration for smart cloud environments." Journal of Cloud Research, 2020.
Fernandez, J. "Survey of deep learning in cloud computing." Information Systems Frontiers, 2021.
