Online anomaly detection using non-parametric technique for big data streams in cloud collaborative environment

GS Smrithy, S Munirathinam… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Big Data and cloud computing are complementary technological paradigms with a core
focus on scalability, agility, and on-demand availability. The rise of cloud computing and …

Smart world of Internet of Things (IoT) and its security concerns

JC Talwana, HJ Hua - … conference on internet of things (iThings …, 2016 - ieeexplore.ieee.org
Due to increasing number of internet users, popularity of Broadband Internet also
increasing. Hence the connection cost should be decrease due to Wi Fi connectivity and …

Contextual anomaly detection in big sensor data

MA Hayes, MAM Capretz - 2014 IEEE International Congress …, 2014 - ieeexplore.ieee.org
Performing predictive modelling, such as anomaly detection, in Big Data is a difficult task.
This problem is compounded as more and more sources of Big Data are generated from …

Privacy and security of cloud-based internet of things (IoT)

T Choudhury, A Gupta, S Pradhan… - … and networks (CINE …, 2017 - ieeexplore.ieee.org
The IoT is in need of an advanced prototype for security, which considers the security issues
from a holistic perspective comprising the advanced users and their intercommunication with …

Statistical technique for online anomaly detection using spark over heterogeneous data from multi-source vmware performance data

M Solaimani, M Iftekhar, L Khan… - … Conference on Big …, 2014 - ieeexplore.ieee.org
Anomaly detection refers to the identification of patterns in a dataset that do not conform to
expected patterns. Depending on the domain, the non-conformant patterns are assigned …

Remote security management server for IoT devices

S Yoon, J Kim - 2017 International Conference on Information …, 2017 - ieeexplore.ieee.org
Internet of Things (IoT) devices are exposed to many security vulnerabilities and various
security threats because they are resource-constrained and heterogeneous devices are …

A lightweight anomaly detection technique for low-resource IoT devices: A game-theoretic methodology

H Sedjelmaci, SM Senouci… - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
In the Internet of Things (IoT), resources' constrained tiny sensors and devices could be
connected to unreliable and untrusted networks. Nevertheless, securing IoT technology is …

A taxonomy and platform for anomaly detection

G Sebestyen, A Hangan, Z Czako… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
There are hundreds of anomaly detection methods developed for different purposes and
using a wide range of theoretical backgrounds, from system theory and signal processing …

Iot security (IoTsec) mechanisms for e-health and ambient assisted living applications

D Minoli, K Sohraby… - 2017 IEEE/ACM …, 2017 - ieeexplore.ieee.org
The Internet Of Things (IoT) is poised to make substantial inroads in all aspects of modern
life before the end of this decade, including applications in smart grids, smart cities …

Design and implementation of a hybrid anomaly detection system for IoT

A Ayad, A Zamani, A Schmeink… - 2019 Sixth International …, 2019 - ieeexplore.ieee.org
In recent years, the dramatic increase in the number of devices has empowered the Internet
of Things (IoT). Unfortunately though, IoT networks are susceptible to cyberattacks, due to …