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2020 – today
- 2024
[j2]Tijana Markovic, Miguel León Ortiz
, David Buffoni, Sasikumar Punnekkat:
Random forest with differential privacy in federated learning framework for network attack detection and classification. Appl. Intell. 54(17-18): 8132-8153 (2024)- [c11]Pontus Lidholm, Tijana Markovic, Miguel Leon, Per Erik Strandberg:
Network Intrusion Detection using Machine Learning on Resource-Constrained Edge Devices. IJCNN 2024: 1-8 - 2023
- [j1]Tijana Markovic, Miguel Leon, Björn Leander, Sasikumar Punnekkat:
A Modular Ice Cream Factory Dataset on Anomalies in Sensors to Support Machine Learning Research in Manufacturing Systems. IEEE Access 11: 29744-29758 (2023) - [c10]Tijana Markovic, Alireza Dehlaghi-Ghadim, Miguel Leon, Ali Balador, Sasikumar Punnekkat:
Time-series Anomaly Detection and Classification with Long Short-Term Memory Network on Industrial Manufacturing Systems. FedCSIS 2023: 171-181 - [c9]Miguel León Ortiz, Tijana Markovic, Sasikumar Punnekkat:
Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data. GECCO Companion 2023: 379-382 - [c8]Alireza Dehlaghi-Ghadim, Tijana Markovic, Miguel Leon, David Söderman, Per Erik Strandberg:
Federated Learning for Network Anomaly Detection in a Distributed Industrial Environment. ICMLA 2023: 218-225 - [c7]Björn Leander, Tijana Markovic, Miguel Leon:
Enhanced Simulation Environment to Support Research in Modular Manufacturing Systems. IECON 2023: 1-6 - [c6]Ivan Radonjic, Enna Basic, Björn Leander, Tijana Markovic:
An Authorization Service supporting Dynamic Access Control in Manufacturing Systems. WF-IoT 2023: 1-6 - 2022
- [c5]Miguel León Ortiz, Tijana Markovic, Sasikumar Punnekkat:
Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning. GECCO Companion 2022: 2152-2159 - [c4]Tijana Markovic, Vladan Devedzic, Fang Zhou, Zoran Obradovic:
Software package for regression algorithms based on Gaussian Conditional Random Fields. ICMLA 2022: 1121-1128 - [c3]Björn Leander, Tijana Markovic, Aida Causevic, Tomas Lindström, Hans Hansson, Sasikumar Punnekkat:
Simulation Environment for Modular Automation Systems. IECON 2022: 1-6 - [c2]Tijana Markovic, Miguel Leon, David Buffoni, Sasikumar Punnekkat:
Random Forest Based on Federated Learning for Intrusion Detection. AIAI (1) 2022: 132-144 - [c1]Miguel Leon, Tijana Markovic, Sasikumar Punnekkat:
Comparative Evaluation of Machine Learning Algorithms for Network Intrusion Detection and Attack Classification. IJCNN 2022: 1-8 - [d1]Tijana Markovic, Miguel Leon, Björn Leander, Sasikumar Punnekkat:
MIDAS: A Modular Ice Cream Factory Dataset on Anomalies in Sensors. IEEE DataPort, 2022
Coauthor Index
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