Tijana Markovic

15 papers A 1B 2C 6Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A conf
Feature Selection Using Genetic Algorithm for Intrusion Detection on Resource-Constrained Edge Devices.
GECCO
Tijana Markovic, Pontus Lidholm, Per Erik Strandberg, Miguel Leon
2024 C conf
Comparative Evaluation of Autoencoders for Semi-Supervised Anomaly Detection on Univariate Time Series Data.
ICMLA
Tijana Markovic, Sara Moricz, Miguel Leon
2024 B conf
Network Intrusion Detection using Machine Learning on Resource-Constrained Edge Devices.
IJCNN
Pontus Lidholm, Tijana Markovic, Miguel Leon, Per Erik Strandberg
2024 J jnl
Random forest with differential privacy in federated learning framework for network attack detection and classification.
Appl. Intell.
Tijana Markovic, Miguel León Ortiz, David Buffoni, Sasikumar Punnekkat
2023 J jnl
A Modular Ice Cream Factory Dataset on Anomalies in Sensors to Support Machine Learning Research in Manufacturing Systems.
IEEE Access
Tijana Markovic, Miguel Leon, Björn Leander, Sasikumar Punnekkat
2023 — conf
An Authorization Service supporting Dynamic Access Control in Manufacturing Systems.
WF-IoT
Ivan Radonjic, Enna Basic, Björn Leander, Tijana Markovic
2023 C conf
Enhanced Simulation Environment to Support Research in Modular Manufacturing Systems.
IECON
Björn Leander, Tijana Markovic, Miguel Leon
2023 C conf
Federated Learning for Network Anomaly Detection in a Distributed Industrial Environment.
ICMLA
Alireza Dehlaghi-Ghadim, Tijana Markovic, Miguel Leon, David Söderman, Per Erik Strandberg
2023 — conf
Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data.
GECCO Companion
Miguel León Ortiz, Tijana Markovic, Sasikumar Punnekkat
2023 C conf
Time-series Anomaly Detection and Classification with Long Short-Term Memory Network on Industrial Manufacturing Systems.
FedCSIS
Tijana Markovic, Alireza Dehlaghi-Ghadim, Miguel Leon, Ali Balador, Sasikumar Punnekkat
2022 B conf
Comparative Evaluation of Machine Learning Algorithms for Network Intrusion Detection and Attack Classification.
IJCNN
Miguel Leon, Tijana Markovic, Sasikumar Punnekkat
2022 — conf
Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning.
GECCO Companion
Miguel León Ortiz, Tijana Markovic, Sasikumar Punnekkat
2022 — conf
Random Forest Based on Federated Learning for Intrusion Detection.
AIAI (1)
Tijana Markovic, Miguel Leon, David Buffoni, Sasikumar Punnekkat
2022 C conf
Simulation Environment for Modular Automation Systems.
IECON
Björn Leander, Tijana Markovic, Aida Causevic, Tomas Lindström, Hans Hansson, Sasikumar Punnekkat
2022 C conf
Software package for regression algorithms based on Gaussian Conditional Random Fields.
ICMLA
Tijana Markovic, Vladan Devedzic, Fang Zhou, Zoran Obradovic