Framework for mobile Internet of Things security monitoring based on big data processing and machine learning

I Kotenko, I Saenko, A Branitskiy - IEEE Access, 2018 - ieeexplore.ieee.org
The paper discusses a new framework combining the possibilities of Big Data processing
and machine leaning developed for security monitoring of mobile Internet of Things. The …

[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 …

Machine learning and big data processing for cybersecurity data analysis

I Kotenko, I Saenko, A Branitskiy - Data science in cybersecurity and …, 2020 - Springer
The chapter presents an approach to cybersecurity data analysis based on the combination
of a set of machine learning methods and Big Data technologies for network attack and …

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 …

Analysis on the growth of artificial intelligence for application security in internet of things

K Thiagarajan, CK Dixit… - … and Smart Energy …, 2022 - ieeexplore.ieee.org
Artificial intelligence is a subfield of computer science that refers to the intelligence
displayed by machines or software. The research has influenced the rapid development of …

[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 …

An exploratory analysis of machine learning adaptability in big data analytics environments: A data aggregation in the age of big data and the internet of things

R Rajendran, P Sharma, NK Saran… - … in Technology and …, 2022 - ieeexplore.ieee.org
The paper discusses a new concept combining the potentialities of Big Data processing as
well as machine learning developed for security monitoring of mobile Internet of Things. The …

Static analysis of information systems for IoT cyber security: A survey of machine learning approaches

I Kotenko, K Izrailov, M Buinevich - Sensors, 2022 - mdpi.com
Ensuring security for modern IoT systems requires the use of complex methods to analyze
their software. One of the most in-demand methods that has repeatedly been proven to be …

Use of Machine Learning algorithms for designing efficient cyber security solutions

S Soni, B Bhushan - 2019 2nd international conference on …, 2019 - ieeexplore.ieee.org
With rapidly increment of internet traffic, the importance of cyber security also increases
significantly. Several areas like IP traffic classifications, detection of-intrusion, spam and …

[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 …