LR-HIDS: logistic regression host-based intrusion detection system for cloud environments

E Besharati, M Naderan, E Namjoo - Journal of Ambient Intelligence and …, 2019 - Springer
Cloud computing is an Internet based computing environment, where storage and
computing resources are assigned dynamically among users according to their needs, using …

Improved security in cloud using sandpiper and extended equilibrium deep transfer learning based intrusion detection

G Sreelatha, AV Babu, D Midhunchakkaravarthy - Cluster computing, 2022 - Springer
Cloud computing (CC) offers various types of services for the users and it is also termed on-
demand computing. Because of its increasing popularity, it is vulnerable to a variety of …

A design of an integrated cloud-based intrusion detection system with third party cloud service

W Elmasry, A Akbulut, AH Zaim - Open Computer Science, 2021 - degruyter.com
Although cloud computing is considered the most widespread technology nowadays, it still
suffers from many challenges, especially related to its security. Due to the open and …

CADS-ML/DL: efficient cloud-based multi-attack detection system

S Farhat, M Abdelkader, A Meddeb-Makhlouf… - International Journal of …, 2023 - Springer
With the increasing adoption of cloud computing, securing cloud-based systems and
applications has become a critical concern for almost every organization. Traditional security …

Cloud intrusion detection framework using variational auto encoder Wasserstein generative adversarial network optimized with archerfish hunting optimization …

G Senthilkumar, K Tamilarasi, JK Periasamy - Wireless Networks, 2023 - Springer
The cloud computing environment has been severely harmed by security issues, which has
a negative impact on the healthy and sustainable development of the cloud. Intrusion …

Sustainable intrusion detection with new attack classification in private clouds

Y Jing, Z Zhang, T Hu, Z Li, S Liu - Journal of Networking and …, 2022 - iecscience.org
Traditional data-driven intrusion detection systems (IDSs) are typically based on the
recognition of some specific features, regulations or patterns belonging to the well-defined …

Developing a cloud intrusion detection system with filter-based features selection techniques and SVM classifier

M Bakro, RR Kumar, SK Bisoy, MO Addas… - International Conference …, 2022 - Springer
The rising usage of the cloud nowadays and its usage in various domains have made it
more essential for all, which has led to an expansion in the size of data kept in the cloud …

Cooperative machine learning techniques for cloud intrusion detection

Z Chkirbene, R Hamila, A Erbad… - 2021 International …, 2021 - ieeexplore.ieee.org
Cloud computing is attracting a lot of attention in the past few years. Although, even with its
wide acceptance, cloud security is still one of the most essential concerns of cloud …

Efficient intrusion detection system in the cloud using fusion feature selection approaches and an ensemble classifier

M Bakro, RR Kumar, AA Alabrah, Z Ashraf, SK Bisoy… - Electronics, 2023 - mdpi.com
The application of cloud computing has increased tremendously in both public and private
organizations. However, attacks on cloud computing pose a serious threat to confidentiality …

Deep generative learning models for cloud intrusion detection systems

L Vu, QU Nguyen, DN Nguyen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Intrusion detection (ID) on the cloud environment has received paramount interest over the
last few years. Among the latest approaches, machine learning-based ID methods allow us …