Distributed denial of service (DDoS) resilience in cloud: Review and conceptual cloud DDoS mitigation framework

O Osanaiye, KKR Choo, M Dlodlo - Journal of Network and Computer …, 2016 - Elsevier
Despite the increasing popularity of cloud services, ensuring the security and availability of
data, resources and services remains an ongoing research challenge. Distributed denial of …

Comprehensive review of artificial intelligence and statistical approaches in distributed denial of service attack and defense methods

BA Khalaf, SA Mostafa, A Mustapha… - IEEE …, 2019 - ieeexplore.ieee.org
Until now, an effective defense method against Distributed Denial of Service (DDoS) attacks
is yet to be offered by security systems. Incidents of serious damage due to DDoS attacks …

Towards a standard feature set for network intrusion detection system datasets

M Sarhan, S Layeghy, M Portmann - Mobile networks and applications, 2022 - Springer
Abstract Network Intrusion Detection Systems (NIDSs) are important tools for the protection
of computer networks against increasingly frequent and sophisticated cyber attacks …

Intelligent approach to build a Deep Neural Network based IDS for cloud environment using combination of machine learning algorithms

Z Chiba, N Abghour, K Moussaid, M Rida - computers & security, 2019 - Elsevier
The appealing features of Cloud Computing continue to fuel its adoption and its integration
in many sectors such industry, governments, education and entertainment. Nevertheless …

Security threats, defense mechanisms, challenges, and future directions in cloud computing

S El Kafhali, I El Mir, M Hanini - Archives of Computational Methods in …, 2022 - Springer
Several new technologies such as the smart cities, the Internet of Things (IoT), and 5G
Internet need services offered by cloud computing for processing and storing more …

Voting extreme learning machine based distributed denial of service attack detection in cloud computing

GS Kushwah, V Ranga - Journal of Information Security and Applications, 2020 - Elsevier
Distributed denial of service attack is one of the most dangerous attacks in cloud computing.
This attack makes the cloud services inaccessible to the end-users by exhausting resources …

Attack and intrusion detection in cloud computing using an ensemble learning approach

P Singh, V Ranga - International Journal of Information Technology, 2021 - Springer
The distributed and decentralized nature of cloud computing facilitates its adoption and
expansion in different sectors of society such as education, government, information …

Distributed denial of service attacks in cloud: State-of-the-art of scientific and commercial solutions

A Bhardwaj, V Mangat, R Vig, S Halder… - Computer Science Review, 2021 - Elsevier
Cloud computing model provides on demand, elastic and fully managed computer system
resources and services to organizations. However, attacks on cloud components can cause …

Hypervisor-based cloud intrusion detection through online multivariate statistical change tracking

A Aldribi, I Traoré, B Moa, O Nwamuo - Computers & Security, 2020 - Elsevier
Cloud computing is facing a multidimensional and rapidly evolving threat landscape, making
intrusion detection more challenging. This paper introduces a new hypervisor-based cloud …

Intrusion detection systems in the cloud computing: A comprehensive and deep literature review

Z Liu, B Xu, B Cheng, X Hu… - … : Practice and Experience, 2022 - Wiley Online Library
Abrupt development of resources and rising expenses of infrastructure are leading
institutions to take on cloud computing. Albeit, the cloud environment is vulnerable to various …