Cloud intrusion detection method based on stacked contractive auto-encoder and support vector machine
W Wang, X Du, D Shan, R Qin… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Security issues have resulted in severe damage to the cloud computing environment,
adversely affecting the healthy and sustainable development of cloud computing. Intrusion …
adversely affecting the healthy and sustainable development of cloud computing. Intrusion …
A cloud intrusion detection systems based on dnn using backpropagation and pso on the cse-cic-ids2018 dataset
S Alzughaibi, S El Khediri - Applied Sciences, 2023 - mdpi.com
Cloud computing (CC) is becoming an essential technology worldwide. This approach
represents a revolution in data storage and collaborative services. Nevertheless, security …
represents a revolution in data storage and collaborative services. Nevertheless, security …
Network intrusion detection based on ensemble classification and feature selection method for cloud computing
Cloud computing security is the most critical factor for providers, cloud users, and
organizations. The various novel approaches apply host‐based or network‐based methods …
organizations. The various novel approaches apply host‐based or network‐based methods …
Cloud-based intrusion detection approach using machine learning techniques
H Attou, A Guezzaz, S Benkirane… - Big Data Mining and …, 2023 - ieeexplore.ieee.org
Cloud computing (CC) is a novel technology that has made it easier to access network and
computer resources on demand such as storage and data management services. In …
computer resources on demand such as storage and data management services. In …
Deep reinforcement learning based intrusion detection system for cloud infrastructure
Intrusion Detection in cloud platform is a challenging problem due to its extensive usage and
distributed nature that are constant targets of new and unknown attacks. Intrusion detection …
distributed nature that are constant targets of new and unknown attacks. Intrusion detection …
A design of an integrated cloud-based intrusion detection system with third party cloud service
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 …
suffers from many challenges, especially related to its security. Due to the open and …
Deep generative learning models for cloud intrusion detection systems
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 …
last few years. Among the latest approaches, machine learning-based ID methods allow us …
An improved design for a cloud intrusion detection system using hybrid features selection approach with ML classifier
The focus of cloud computing nowadays has been reshaping the digital epoch, in which
clients now face serious concerns about the security and privacy of their data hosted in the …
clients now face serious concerns about the security and privacy of their data hosted in the …
Network intrusion detection method combining CNN and BiLSTM in cloud computing environment
J Gao - Computational intelligence and neuroscience, 2022 - Wiley Online Library
A network intrusion detection method combining CNN and BiLSTM network is proposed.
First, the KDD CUP 99 data set is preprocessed by using data extraction algorithm. The data …
First, the KDD CUP 99 data set is preprocessed by using data extraction algorithm. The data …
Efficient feature selection and classification through ensemble method for network intrusion detection on cloud computing
Cloud computing is a preferred option for organizations around the globe, it offers scalable
and internet-based computing resources as a flexible service. Security is a key concern …
and internet-based computing resources as a flexible service. Security is a key concern …