[PDF][PDF] Parallel big data processing system for security monitoring in Internet of Things networks.

IV Kotenko, I Saenko… - J. Wirel. Mob. Networks …, 2017 - researchgate.net
Abstract Nowadays, the Internet of Things (IoT) networks are increasingly used in many
areas. At the same time, the approach connected with the implementation of the network …

Parallel processing of big heterogeneous data for security monitoring of IoT networks

I Saenko, I Kotenko… - 2017 25th Euromicro …, 2017 - ieeexplore.ieee.org
Networks of the Internet of Things (IoT) nowadays find greater widespread in many domains.
Particularities of creation of IoT make the problem of their security monitoring rather actual, it …

Attack detection in IoT critical infrastructures: a machine learning and big data processing approach

I Kotenko, I Saenko, A Kushnerevich… - 2019 27th Euromicro …, 2019 - ieeexplore.ieee.org
The paper presents an approach to detection of attacks against Internet-of-Things networks
and devices which can be used in critical infrastructures. It is based on use of machine …

A cloud platform for big IoT data analytics by combining batch and stream processing technologies

DMC Dissanayake… - 2017 National Information …, 2017 - ieeexplore.ieee.org
The Internet of things is a current major developing technology, which is a network of
everyday physical objects that enhances the quality of lifestyle. Application of the internet of …

Applying machine learning and parallel data processing for attack detection in IoT

A Branitskiy, I Kotenko, I Saenko - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) networks are kind of computer networks for which the problem of
information security and, in particular, computer attack detection is acute. For solving this …

ARCHITECTURE OF THE PARALLEL BIG DATA PROCESSING SYSTEM FOR SECURITY

IV Kotenko, IB Saenko, AG Kushnerevich - Труды СПИИРАН, 2018 - elibrary.ru
Сети Интернета вещей в настоящее время находят свое применение во многих
областях жизни людей. Краеугольным камнем в вопросе возможности дальнейшего …

An architecture to analyze big data in the internet of things

S Din, H Ghayvat, A Paul, A Ahmad… - 2015 9th …, 2015 - ieeexplore.ieee.org
Internet of Things (IoT) is nowadays increasingly becoming a worldwide network of
interconnected devices uniquely addressable, via a standard communication protocol. Such …

[PDF][PDF] Secure Mechanism Applied to Big Data for IIoT by Using Security Event and Information Management System (SIEM).

MA Hussein, EK Hamza - International Journal of Intelligent Engineering & …, 2022 - inass.org
It is estimated that the number of devices and sensors connected to the Internet of Things
(Internet of Things) will grow to around 125 billion by the end of this decade, compared to 21 …

[PDF][PDF] Applying Big Data Processing and Machine Learning Methods for Mobile Internet of Things Security Monitoring.

IV Kotenko, I Saenko, A Branitskiy - J. Internet Serv. Inf. Secur., 2018 - isyou.info
The paper offers a new approach to Big Data processing for security monitoring of mobile
Internet of things elements based on machine learning and its implementation using parallel …

[PDF][PDF] Big data analytics for developing secure internet of everything

MK Karthiban, JS Raj - Journal of ISMAC, 2019 - researchgate.net
Storage and processing of information is the major application of big data analytics. Internet
of Everything (IoE) is the smart connection between people, data, things and processes. This …