Andrei Petrovski

According to our database, Andrei Petrovski authored at least 74 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Optimized common features selection and deep-autoencoder (OCFSDA) for lightweight intrusion detection in Internet of things.

Uneneibotejit Otokwala, Andrei Petrovski, Harsha Kalutarage

Int. J. Inf. Sec., August, 2024

A Multi-Objective Evolutionary Approach to Discover Explainability Tradeoffs when Using Linear Regression to Effectively Model the Dynamic Thermal Behaviour of Electrical Machines.

Tiwonge Msulira Banda, Alexandru-Ciprian Zavoianu, Andrei Petrovski, Daniel Wöckinger, Gerd Bramerdorfer

ACM Trans. Evol. Learn. Optim., March, 2024

Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI.

Janaka Senanayake, Harsha Kalutarage, Andrei Petrovski, Luca Piras, M. Omar Al-Kadri

J. Inf. Secur. Appl., 2024

DataDRILL: Formation Pressure Prediction and Kick Detection for Drilling Rigs.

Murshedul Arifeen, Andrei Petrovski, Md Junayed Hasan, Igor V. Kotenko, Maksim Sletov, Phil Hassard

CoRR, 2024

Temporal Graph Convolutional Autoencoder based Fault Detection for Renewable Energy Applications.

Murshedul Arifeen, Andrei Petrovski

Proceedings of the 7th IEEE International Conference on Industrial Cyber-Physical Systems, 2024

Securing Cyber-Physical Systems with Two-level Anomaly Detection Strategy.

Zeeshan Ahmad, Andrei Petrovski

Proceedings of the 7th IEEE International Conference on Industrial Cyber-Physical Systems, 2024

HEADS: Hybrid Ensemble Anomaly Detection System for Internet-of-Things Networks.

Zeeshan Ahmad, Andrei Petrovski, Murshedul Arifeen, Adnan Shahid Khan, Syed Aziz Shah

Proceedings of the Engineering Applications of Neural Networks, 2024

Assessing the Performance of Ethereum and Hyperledger Fabric Under DDoS Attacks for Cyber-Physical Systems.

Vijay Jayadev, Naghmeh Moradpoor, Andrei Petrovski

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

2023

AI-Based Intrusion Detection Systems for In-Vehicle Networks: A Survey.

Sampath Rajapaksha, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei Petrovski, Garikayi Madzudzo, Madeline Cheah

ACM Comput. Surv., November, 2023

Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system.

Sampath Rajapaksha, Harsha Kalutarage, M. Omar Al-Kadri, Andrei Petrovski, Garikayi Madzudzo

J. Inf. Secur. Appl., September, 2023

CBANet: An End-to-End Cross-Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing.

Yinhe Li, Jinchang Ren, Yijun Yan, Qiaoyuan Liu, Ping Ma, Andrei Petrovski, Haijiang Sun

IEEE Trans. Geosci. Remote. Sens., 2023

Android Source Code Vulnerability Detection: A Systematic Literature Review.

Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei Petrovski, Luca Piras

ACM Comput. Surv., 2023

Optimising Linear Regression for Modelling the Dynamic Thermal Behaviour of Electrical Machines using NSGA-II, NSGA-III and MOEA/D.

Tiwonge Msulira Banda, Alexandru-Ciprian Zavoianu, Andrei Petrovski, Daniel Wöckinger, Gerd Bramerdorfer

Proceedings of the 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2023

Labelled Vulnerability Dataset on Android Source Code (LVDAndro) to Develop AI-Based Code Vulnerability Detection Models.

Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Luca Piras, Andrei Petrovski

Proceedings of the 20th International Conference on Security and Cryptography, 2023

Ensemble Common Features Technique for Lightweight Intrusion Detection in Industrial Control System.

Uneneibotejit Otokwala, Andrei Petrovski

Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

Advanced Persistent Threats Detection based on Deep Learning Approach.

Hope Nkiruka Eke, Andrei Petrovski

Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

Bayesian Optimized Autoencoder for Predictive Maintenance of Smart Packaging Machines.

Murshedul Arifeen, Andrei Petrovski

Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

FedREVAN: Real-time DEtection of Vulnerable Android Source Code Through Federated Neural Network with XAI.

Janaka Senanayake, Harsha Kalutarage, Andrei Petrovski, M. Omar Al-Kadri, Luca Piras

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

Android Code Vulnerabilities Early Detection Using AI-Powered ACVED Plugin.

Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei Petrovski, Luca Piras

Proceedings of the Data and Applications Security and Privacy XXXVII, 2023

2022

A Comparative Study of Novelty Detection Models for Zero Day Intrusion Detection in Industrial Internet of Things.

Uneneibotejit Otokwala, Murshedul Arifeen, Andrei Petrovski

Proceedings of the Advances in Computational Intelligence Systems, 2022

Topology for Preserving Feature Correlation in Tabular Synthetic Data.

Murshedul Arifeen, Andrei Petrovski

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.

Sampath Rajapaksha, Harsha K. Kalutarage, M. Omar Al-Kadri, Garikayi Madzudzo, Andrei V. Petrovski

Proceedings of the 14th International Conference on Cyber Conflict: Keep Moving!, 2022

Developing Secured Android Applications by Mitigating Code Vulnerabilities with Machine Learning.

Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei V. Petrovski, Luca Piras

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.

Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski

Knowl. Based Syst., 2021

Comparative Study of Malware Detection Techniques for Industrial Control Systems.

Deborah Reid, Ian Harris, Andrei Petrovski

Proceedings of the 14th International Conference on Security of Information and Networks, 2021

Improving Intrusion Detection Through Training Data Augmentation.

Uneneibotejit Otokwala, Andrei Petrovski, Harsha K. Kalutarage

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).

Murshedul Arifeen, Andrei Petrovski, Sergey Petrovski

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.

Hope Eke, Andrei Petrovski, Hatem Ahriz

Int. J. Syst. Softw. Secur. Prot., 2020

Sensitivity analysis applied to fuzzy inference on the value of information in the oil and gas industry.

Martin Vilela, Gbenga Folorunso Oluyemi, Andrei Petrovski

Int. J. Appl. Decis. Sci., 2020

Detecting Malicious Signal Manipulation in Smart Grids Using Intelligent Analysis of Contextual Data.

Farzan Majdani, Lynne Batik, Andrei Petrovski, Sergey Petrovski

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.

Hope Nkiruka Eke, Andrei Petrovski, Hatem Ahriz

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.

Laud Charles Ochei, Andrei Petrovski, Julian M. Bass

J. Cloud Comput., 2019

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

Christopher D. McDermott, John P. Isaacs, Andrei V. Petrovski

Informatics, 2019

The use of machine learning algorithms for detecting advanced persistent threats.

Hope Nkiruka Eke, Andrei Petrovski, Hatem Ahriz

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.

Idris Zakariyya, M. Omar Al-Kadri, Harsha K. Kalutarage, Andrei Petrovski

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.

Laud Charles Ochei, Julian M. Bass, Andrei Petrovski

J. Cloud Comput., 2018

A framework for achieving the required degree of multitenancy isolation for deploying components of a cloud-hosted service.

Laud Charles Ochei, Andrei Petrovski, Julian M. Bass

Int. J. Cloud Comput., 2018

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

Farzan Majdani, Andrei Petrovski, Daniel C. Doolan

Evol. Syst., 2018

Evolutionary Computation for Optimal Component Deployment with Multitenancy Isolation in Cloud-hosted Applications.

Laud Charles Ochei, Andrei Petrovski, Julian M. Bass

Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Botnet Detection in the Internet of Things using Deep Learning Approaches.

Christopher D. McDermott, Farzan Majdani, Andrei Petrovski

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Generic Application of Deep Learning Framework for Real-Time Engineering Data Analysis.

Farzan Majdani, Andrei Petrovski, Sergey Petrovski

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Overlap-Based Undersampling for Improving Imbalanced Data Classification.

Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski, Chrisina Jayne

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.

Martin Vilela, Gbenga Folorunso Oluyemi, Andrei Petrovski

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Towards Situational Awareness of Botnet Activity in the Internet of Things.

Christopher D. McDermott, Andrei V. Petrovski, Farzan Majdani

Proceedings of the International Conference On Cyber Situational Awareness, 2018

2017

A framework for unsupervised change detection in activity recognition.

Sulaimon Adebayo Bashir, Andrei Petrovski, Daniel C. Doolan

Int. J. Pervasive Comput. Commun., 2017

2016

Clustering and Nearest Neighbour Based Classification Approach for Mobile Activity Recognition.

Sulaimon Bashir, Daniel C. Doolan, Andrei Petrovski

J. Mobile Multimedia, 2016

UDetect: Unsupervised Concept Change Detection for Mobile Activity Recognition.

Sulaimon Adebayo Bashir, Andrei Petrovski, Daniel C. Doolan

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.

Andrei Petrovski, Prapa Rattadilok, Sergey Petrovski

Proceedings of the Engineering Applications of Neural Networks, 2016

Designing a Context-Aware Cyber Physical System for Smart Conditional Monitoring of Platform Equipment.

Farzan Majdani, Andrei Petrovski, Daniel C. Doolan

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.

Laud Charles Ochei, Andrei Petrovski, Julian M. Bass

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.

Andrei Petrovski, Prapa Rattadilok, Sergey Petrovski

Proceedings of the 8th International Conference on Security of Information and Networks, 2015

ClusterNN: A Hybrid Classification Approach to Mobile Activity Recognition.

Sulaimon Bashir, Daniel C. Doolan, Andrei Petrovski

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.

Laud Charles Ochei, Julian M. Bass, Andrei Petrovski

Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

2014

<i>D²MOPSO</i>: MOPSO Based on Decomposition and Dominance with Archiving Using Crowding Distance in Objective and Solution Spaces.

Noura Al Moubayed, Andrei Petrovski, John A. W. McCall

Evol. Comput., 2014

Adaptive fault detection tool for real-time integrity monitoring of Subsea Control Systems.

Frederic Bouchet, Andrei Petrovski

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.

Prapa Rattadilok, Andrei Petrovski

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.

Prapa Rattadilok, Andrei Petrovski

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Control and Automation, 2014

2013

Anomaly Monitoring Framework Based on Intelligent Data Analysis.

Prapa Rattadilok, Andrei Petrovski, Sergey Petrovski

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Mutual Information for Performance Assessment of Multi Objective Optimisers: Preliminary Results.

Noura Al Moubayed, Andrei Petrovski, John A. W. McCall

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Inferential measurements for situation awareness.

Prapa Rattadilok, Andrei Petrovski

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013

2012

Adaptation of smard grid technologies.

Andrew Malakhov, Petr Kopyriulin, Sergey Petrovski, Andrei Petrovski

Proceedings of the FUZZ-IEEE 2012, 2012

D 2 MOPSO: Multi-Objective Particle Swarm Optimizer Based on Decomposition and Dominance.

Noura Al Moubayed, Andrei Petrovski, John A. W. McCall

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2012

Continuous presentation for multi-objective channel selection in Brain-Computer Interfaces.

Noura Al Moubayed, Bashar Awwad Shiekh Hasan, John Q. Gan, Andrei Petrovski, John A. W. McCall

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Clustering-Based Leaders' Selection in Multi-Objective Particle Swarm Optimisation.

Noura Al Moubayed, Andrei Petrovski, John A. W. McCall

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Clustering based leaders' selection in multi-objective evolutionary algorithms.

Noura Al Moubayed, Andrei Petrovski, John A. W. McCall

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Multi-objective optimisation of cancer chemotherapy using smart PSO with decomposition.

Noura Al Moubayed, Andrei Petrovski, John A. W. McCall

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.

Noura Al Moubayed, Andrei Petrovski, John A. W. McCall

Proceedings of the Parallel Problem Solving from Nature, 2010

Evolved Bayesian Network models of rig operations in the gulf of Mexico.

François A. Fournier, John A. W. McCall, Andrei Petrovski, Peter J. Barclay

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008

An application of a multivariate estimation of distribution algorithm to cancer chemotherapy.

Alexander E. I. Brownlee, Martin Pelikan, John A. W. McCall, Andrei Petrovski

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2006

Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms.

Andrei Petrovski, Siddhartha Shakya, John A. W. McCall

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005

Smart problem solving environment for medical decision support.

Andrei Petrovski, John A. W. McCall

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Statistical optimisation and tuning of GA factors.

Andrei Petrovski, Alexander E. I. Brownlee, John A. W. McCall

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Optimising Cancer Chemotherapy Using Particle Swarm Optimisation and Genetic Algorithms.

Andrei Petrovski, Bhavani Sudha, John A. W. McCall

Proceedings of the Parallel Problem Solving from Nature, 2004

2001

Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms.

Andrei Petrovski, John A. W. McCall

Proceedings of the Evolutionary Multi-Criterion Optimization, 2001