Andrei Petrovski

Affiliations:
  • Robert Gordon University, Aberdeen, UK


According to our database1, Andrei Petrovski authored at least 63 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
AI-Based Intrusion Detection Systems for In-Vehicle Networks: A Survey.
ACM Comput. Surv., November, 2023

Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system.
J. Inf. Secur. Appl., September, 2023

CBANet: An End-to-End Cross-Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2023

Android Source Code Vulnerability Detection: A Systematic Literature Review.
ACM Comput. Surv., 2023

Labelled Vulnerability Dataset on Android Source Code (LVDAndro) to Develop AI-Based Code Vulnerability Detection Models.
Proceedings of the 20th International Conference on Security and Cryptography, 2023

Ensemble Common Features Technique for Lightweight Intrusion Detection in Industrial Control System.
Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

Advanced Persistent Threats Detection based on Deep Learning Approach.
Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

Bayesian Optimized Autoencoder for Predictive Maintenance of Smart Packaging Machines.
Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

Android Code Vulnerabilities Early Detection Using AI-Powered ACVED Plugin.
Proceedings of the Data and Applications Security and Privacy XXXVII, 2023

2022
Topology for Preserving Feature Correlation in Tabular Synthetic Data.
Proceedings of the 15th International Conference on Security of Information and Networks, 2022

Keep the Moving Vehicle Secure: Context-Aware Intrusion Detection System for In-Vehicle CAN Bus Security.
Proceedings of the 14th International Conference on Cyber Conflict: Keep Moving!, 2022

Developing Secured Android Applications by Mitigating Code Vulnerabilities with Machine Learning.
Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021
On the class overlap problem in imbalanced data classification.
Knowl. Based Syst., 2021

Comparative Study of Malware Detection Techniques for Industrial Control Systems.
Proceedings of the 14th International Conference on Security of Information and Networks, 2021

Improving Intrusion Detection Through Training Data Augmentation.
Proceedings of the 14th International Conference on Security of Information and Networks, 2021

Automated Microsegmentation for Lateral Movement Prevention in Industrial Internet of Things (IIoT).
Proceedings of the 14th International Conference on Security of Information and Networks, 2021

2020
Handling Minority Class Problem in Threats Detection Based on Heterogeneous Ensemble Learning Approach.
Int. J. Syst. Softw. Secur. Prot., 2020

Sensitivity analysis applied to fuzzy inference on the value of information in the oil and gas industry.
Int. J. Appl. Decis. Sci., 2020

Detecting Malicious Signal Manipulation in Smart Grids Using Intelligent Analysis of Contextual Data.
Proceedings of the SIN 2020: 13th International Conference on Security of Information and Networks, 2020

Detection of False Command and Response Injection Attacks for Cyber Physical Systems Security and Resilience.
Proceedings of the SIN 2020: 13th International Conference on Security of Information and Networks, 2020

2019
Optimal deployment of components of cloud-hosted application for guaranteeing multitenancy isolation.
J. Cloud Comput., 2019

Evaluating Awareness and Perception of Botnet Activity within Consumer Internet-of-Things (IoT) Networks.
Informatics, 2019

The use of machine learning algorithms for detecting advanced persistent threats.
Proceedings of the 12th International Conference on Security of Information and Networks, 2019

Reducing Computational Cost in IoT Cyber Security: Case Study of Artificial Immune System Algorithm.
Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

2018
Degrees of tenant isolation for cloud-hosted software services: a cross-case analysis.
J. Cloud Comput., 2018

A framework for achieving the required degree of multitenancy isolation for deploying components of a cloud-hosted service.
Int. J. Cloud Comput., 2018

Evolving ANN-based sensors for a context-aware cyber physical system of an offshore gas turbine.
Evol. Syst., 2018

Evolutionary Computation for Optimal Component Deployment with Multitenancy Isolation in Cloud-hosted Applications.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Botnet Detection in the Internet of Things using Deep Learning Approaches.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Generic Application of Deep Learning Framework for Real-Time Engineering Data Analysis.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Overlap-Based Undersampling for Improving Imbalanced Data Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Fuzzy Data Analysis Methodology for the Assessment of Value of Information in the Oil and Gas Industry.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Towards Situational Awareness of Botnet Activity in the Internet of Things.
Proceedings of the International Conference On Cyber Situational Awareness, 2018

2017
A framework for unsupervised change detection in activity recognition.
Int. J. Pervasive Comput. Commun., 2017

2016
Clustering and Nearest Neighbour Based Classification Approach for Mobile Activity Recognition.
J. Mobile Multimedia, 2016

UDetect: Unsupervised Concept Change Detection for Mobile Activity Recognition.
Proceedings of the 14th International Conference on Advances in Mobile Computing and Multi Media, 2016

Intelligent Measurement in Unmanned Aerial Cyber Physical Systems for Traffic Surveillance.
Proceedings of the Engineering Applications of Neural Networks, 2016

Designing a Context-Aware Cyber Physical System for Smart Conditional Monitoring of Platform Equipment.
Proceedings of the Engineering Applications of Neural Networks, 2016

Implementing the Required Degree of Multitenancy Isolation: A Case Study of Cloud-Hosted Bug Tracking System.
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
Designing a context-aware cyber physical system for detecting security threats in motor vehicles.
Proceedings of the 8th International Conference on Security of Information and Networks, 2015

ClusterNN: A Hybrid Classification Approach to Mobile Activity Recognition.
Proceedings of the 13th International Conference on Advances in Mobile Computing and Multimedia, 2015

Evaluating Degrees of Multitenancy Isolation: A Case Study of Cloud-Hosted GSD Tools.
Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

2014
<i>D<sup>2</sup>MOPSO</i>: MOPSO Based on Decomposition and Dominance with Archiving Using Crowding Distance in Objective and Solution Spaces.
Evol. Comput., 2014

Adaptive fault detection tool for real-time integrity monitoring of Subsea Control Systems.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

Self-learning data processing framework based on computational intelligence enhancing autonomous control by machine intelligence.
Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

Automated inferential measurement system for traffic surveillance: Enhancing situation awareness of UAVs by computational intelligence.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Control and Automation, 2014

2013
Anomaly Monitoring Framework Based on Intelligent Data Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Mutual Information for Performance Assessment of Multi Objective Optimisers: Preliminary Results.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Inferential measurements for situation awareness.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013

2012
Adaptation of smard grid technologies.
Proceedings of the FUZZ-IEEE 2012, 2012

D 2 MOPSO: Multi-Objective Particle Swarm Optimizer Based on Decomposition and Dominance.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2012

Continuous presentation for multi-objective channel selection in Brain-Computer Interfaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Clustering-Based Leaders' Selection in Multi-Objective Particle Swarm Optimisation.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Clustering based leaders' selection in multi-objective evolutionary algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Multi-objective optimisation of cancer chemotherapy using smart PSO with decomposition.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 2011

2010
A Novel Smart Multi-Objective Particle Swarm Optimisation Using Decomposition.
Proceedings of the Parallel Problem Solving from Nature, 2010

Evolved Bayesian Network models of rig operations in the gulf of Mexico.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008
An application of a multivariate estimation of distribution algorithm to cancer chemotherapy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2006
Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005
Smart problem solving environment for medical decision support.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Statistical optimisation and tuning of GA factors.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Optimising Cancer Chemotherapy Using Particle Swarm Optimisation and Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2004

2001
Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001


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