Tijana Markovic

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Intrusion Detection

Machine Learning

Manufacturing Systems

Differential Privacy

Top Venues

GECCO Companion

Publications

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) (2024)
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 (2023)
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)
Miguel León Ortiz, Tijana Markovic, Sasikumar Punnekkat
Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data. GECCO Companion (2023)
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)
Ivan Radonjic, Enna Basic, Björn Leander, Tijana Markovic
An Authorization Service supporting Dynamic Access Control in Manufacturing Systems. WF-IoT (2023)
Björn Leander, Tijana Markovic, Miguel Leon
Enhanced Simulation Environment to Support Research in Modular Manufacturing Systems. IECON (2023)
Björn Leander, Tijana Markovic, Aida Causevic, Tomas Lindström, Hans Hansson, Sasikumar Punnekkat
Simulation Environment for Modular Automation Systems. IECON (2022)
Miguel León Ortiz, Tijana Markovic, Sasikumar Punnekkat
Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning. GECCO Companion (2022)
Miguel Leon, Tijana Markovic, Sasikumar Punnekkat
Comparative Evaluation of Machine Learning Algorithms for Network Intrusion Detection and Attack Classification. IJCNN (2022)
Tijana Markovic, Miguel Leon, David Buffoni, Sasikumar Punnekkat
Random Forest Based on Federated Learning for Intrusion Detection. AIAI (1) (2022)
Tijana Markovic, Vladan Devedzic, Fang Zhou, Zoran Obradovic
Software package for regression algorithms based on Gaussian Conditional Random Fields. ICMLA (2022)