Lukasz Saganowski

According to our database, Lukasz Saganowski authored at least 27 papers between 2009 and 2023.

Collaborative distances:

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

2023

Prediction of Water Usage for Advanced Metering Infrastructure Network with Intelligent Water Meters.

Lukasz Saganowski, Tomasz Andrysiak

Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

2022

Prediction of Smart Energy Meter Network Traffic Features for Anomaly Detection.

Lukasz Saganowski, Tomasz Andrysiak

Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), 2022

2020

Anomaly Detection for Smart Lighting Infrastructure with the Use of Time Series Analysis.

Tomasz Andrysiak, Lukasz Saganowski

J. Univers. Comput. Sci., 2020

Time series forecasting with model selection applied to anomaly detection in network traffic.

Lukasz Saganowski, Tomasz Andrysiak

Log. J. IGPL, 2020

Maintenance and Security System for PLC Railway LED Sign Communication Infrastructure.

Tomasz Andrysiak, Lukasz Saganowski

Proceedings of the Computational Science - ICCS 2020, 2020

Neural Network Analysis of PLC Traffic in Smart City Street Lighting Network.

Tomasz Andrysiak, Lukasz Saganowski

Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

2019

A Comparative Study of Statistical and Neural Network Models for PLC Network Traffic Anomaly Detection.

Tomasz Andrysiak, Lukasz Saganowski

Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019

2018

Dynamic Time Warping Analysis for Security Purposes in Wireless Sensor Networks.

Tomasz Andrysiak, Lukasz Saganowski

Proceedings of the Contemporary Complex Systems and Their Dependability, 2018

2017

Predictive Abuse Detection for a PLC Smart Lighting Network Based on Automatically Created Models of Exponential Smoothing.

Tomasz Andrysiak, Lukasz Saganowski, Piotr Kiedrowski

Secur. Commun. Networks, 2017

Anomaly Detection in Smart Metering Infrastructure with the Use of Time Series Analysis.

Tomasz Andrysiak, Lukasz Saganowski, Piotr Kiedrowski

J. Sensors, 2017

Time Series Forecasting Using Holt-Winters Model Applied to Anomaly Detection in Network Traffic.

Tomasz Andrysiak, Lukasz Saganowski, Miroslaw Maszewski

Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Detection of Network Attacks Using Hybrid ARIMA-GARCH Model.

Tomasz Andrysiak, Lukasz Saganowski, Miroslaw Maszewski, Adam Marchewka

Proceedings of the Advances in Dependability Engineering of Complex Systems, 2017

2016

DWT-based anomaly detection method for cyber security of wireless sensor networks.

Lukasz Saganowski, Tomasz Andrysiak, Rafal Kozik, Michal Choras

Secur. Commun. Networks, 2016

Proposal and comparison of network anomaly detection based on long-memory statistical models.

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, Rafal Kozik

Log. J. IGPL, 2016

Network anomaly detection for railway critical infrastructure based on autoregressive fractional integrated moving average.

Tomasz Andrysiak, Lukasz Saganowski, Wojciech Mazurczyk

EURASIP J. Wirel. Commun. Netw., 2016

2015

A Comparative Study of Statistical Models with Long and Short-Memory Dependence for Network Anomaly Detection.

Tomasz Andrysiak, Lukasz Saganowski, Adam Marchewka

Proceedings of the Image Processing and Communications Challenges 7, 2015

Network Anomaly Detection Based on Statistical Models with Long-Memory Dependence.

Tomasz Andrysiak, Lukasz Saganowski

Proceedings of the Theory and Engineering of Complex Systems and Dependability - Proceedings of the Tenth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, June 29, 2015

DDoS Attacks Detection by Means of Statistical Models.

Tomasz Andrysiak, Lukasz Saganowski

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014

Network Traffic Prediction and Anomaly Detection Based on ARFIMA Model.

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, Rafal Kozik

Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014

Network Anomaly Detection Based on ARFIMA Model.

Tomasz Andrysiak, Lukasz Saganowski

Proceedings of the Image Processing and Communications Challenges 6, 2014

2012

Statistical and signal-based network traffic recognition for anomaly detection.

Michal Choras, Lukasz Saganowski, Rafal Renk, Witold Holubowicz

Expert Syst. J. Knowl. Eng., 2012

Greedy Algorithms for Network Anomaly Detection.

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras

Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012

Anomaly Detection Preprocessor for SNORT IDS System.

Lukasz Saganowski, Marcin Goncerzewicz, Tomasz Andrysiak

Proceedings of the Image Processing and Communications Challenges 4, 2012

DDoS Attacks Detection by Means of Greedy Algorithms.

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras

Proceedings of the Image Processing and Communications Challenges 4, 2012

2010

Performance Evaluation of ADS System Based on Redundant Dictionary.

Rafal Renk, Lukasz Saganowski, Michal Choras, Witold Holubowicz

Proceedings of the Image Processing and Communications Challenges 2, 2010

2009

Recognizing Anomalies/Intrusions in Heterogeneous Networks.

Michal Choras, Lukasz Saganowski, Rafal Renk, Rafal Kozik, Witold Holubowicz

Proceedings of the Computer Recognition Systems 3, 2009

A Novel Signal-Based Approach to Anomaly Detection in IDS Systems.

Lukasz Saganowski, Michal Choras, Rafal Renk, Witold Holubowicz

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009