[HTML][HTML] Intrusion detection for network based cloud computing by custom RC-NN and optimization

T Thilagam, R Aruna - ICT Express, 2021 - Elsevier
Intrusion detection acts as a vital function in providing information security, and additionally
the key technology is to precisely classify diverse attacks. Intrusion detection system (IDS) is …

Machine learning and deep learning based intrusion detection in cloud environment: a review

A Vinolia, N Kanya… - 2023 5th International …, 2023 - ieeexplore.ieee.org
Due to its open and dispersed nature, cloud computing (CC) faces several security-related
difficulties. As a result, it is weak and open to breaches that compromise the security …

A hybrid cloud intrusion detection method based on SDAE and SVM

W Wang, X Du, D Shan, N Wang - 2019 12th International …, 2019 - ieeexplore.ieee.org
Network intrusion detection is one of the effective methods to prevent the cloud environment
from malicious attacks. In this paper, we propose a cloud intrusion detection method based …

AIDAAS: Incident handling and remediation anomaly-based IDaaS for cloud service providers

J Snehi, A Bhandari, V Baggan… - … Conference on System …, 2021 - ieeexplore.ieee.org
In recent years cloud computing has become an integral part of the IT sector. Malicious
individuals have expanded their capacity to breach Cloud security. It is scattered across …

An LSTM‐based novel near‐real‐time multiclass network intrusion detection system for complex cloud environments

AD Vibhute, M Khan, A Kanade, CH Patil… - Concurrency and …, 2024 - Wiley Online Library
The Internet is connected with everyone for sharing and monitoring digital information.
However, securing network resources from malicious activities is critical for several …

Dimensionality reduction based intrusion detection system in cloud computing environment using machine learning

RSSK Dittakavi - International Journal of Information and …, 2022 - publications.dlpress.org
The rapid expansion of cloud computing has been tempered by concerns surrounding
privacy and security. To tackle these issues, intrusion detection systems with machine …

Dynamic malware attack dataset leveraging virtual machine monitor audit data for the detection of intrusions in cloud

AAR Melvin, GJW Kathrine, SS Ilango… - Transactions on …, 2022 - Wiley Online Library
In this new era of cloud computing, Intrusion Detection System (IDS) is very essential for the
continual monitoring of computing resources for signs of compromise since the number of …

Cloud-based network intrusion detection system using deep learning

Archana, C HP, Khushi, P Nandini, Sivaraman… - The 7th Annual …, 2021 - dl.acm.org
With the increase in the internet traffic worldwide, it has been observed that there is a major
spike in the influx of network traffic into any system over the years. The internet traffic and the …

Deep learning method for efficient cloud IDS utilizing combined behavior and flow-based features

G TV, D AJ - Applied Intelligence, 2024 - Springer
Abstract The Intrusion Detection System (IDS) distinguishes the harmful entries from the
normal ones in network traffic data and aids in network security. Due to the emergence of …

Optimization of deep generative intrusion detection system for cloud computing: challenges and scope for improvements

N Wankhade, A Khandare - EAI Endorsed Transactions on …, 2023 - publications.eai.eu
The large amount of data and its exponential increase result in security problems which
subsequently cause damage to cloud computing and its environments. The Intrusion …