Cloud-based Intrusion Detection System using Various Machine Learning Techniques

• Published in: 2024 5th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV) pp. 413 - 420
• Main Authors: R, Arthi, Das, Utkalika, AK, Dhayaa Ranjjan, Balachandar, N
• Format: Conference Proceeding
• Language: English
• Published: IEEE 11.03.2024
• Subjects: Artificial neural networks; Classification algorithms; Cloud computing security; Cloud Security; Computational modeling; Deep Neural Network(DNN); Feature extraction; Intrusion; Intrusion detection; Machine Learning; Machine learning algorithms; Random Forest(RF)

The growing popularity of cloud computing demands robust security measures. In the context of machine learning, this research work represents a novel method for enhancing cloud intrusion detection by integrating Deep Neural Networks (DNNs) with the Random Forest (RF) algorithm. The well-known NSL-KD...