Lukasz Saganowski

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 18

Top Topics

Anomaly Detection

Statistical Models

Network Traffic

Automatically Created

Top Venues

DepCoS-RELCOMEX

SOCO-CISIS-ICEUTE

Publications

Lukasz Saganowski, Tomasz Andrysiak
Prediction of Water Usage for Advanced Metering Infrastructure Network with Intelligent Water Meters. CISIS-ICEUTE (2023)
Lukasz Saganowski, Tomasz Andrysiak
Prediction of Smart Energy Meter Network Traffic Features for Anomaly Detection. CISIS-ICEUTE (2022)
Tomasz Andrysiak, Lukasz Saganowski
Neural Network Analysis of PLC Traffic in Smart City Street Lighting Network. CISIS (2020)
Tomasz Andrysiak, Lukasz Saganowski
Maintenance and Security System for PLC Railway LED Sign Communication Infrastructure. ICCS (4) (2020)
Lukasz Saganowski, Tomasz Andrysiak
Time series forecasting with model selection applied to anomaly detection in network traffic. Log. J. IGPL 28 (4) (2020)
Tomasz Andrysiak, Lukasz Saganowski
Anomaly Detection for Smart Lighting Infrastructure with the Use of Time Series Analysis. J. Univers. Comput. Sci. 26 (4) (2020)
Tomasz Andrysiak, Lukasz Saganowski
A Comparative Study of Statistical and Neural Network Models for PLC Network Traffic Anomaly Detection. DepCoS-RELCOMEX (2019)
Tomasz Andrysiak, Lukasz Saganowski
Dynamic Time Warping Analysis for Security Purposes in Wireless Sensor Networks. DepCoS-RELCOMEX (2018)
Tomasz Andrysiak, Lukasz Saganowski, Miroslaw Maszewski, Adam Marchewka
Detection of Network Attacks Using Hybrid ARIMA-GARCH Model. DepCoS-RELCOMEX (2017)
Tomasz Andrysiak, Lukasz Saganowski, Miroslaw Maszewski
Time Series Forecasting Using Holt-Winters Model Applied to Anomaly Detection in Network Traffic. SOCO-CISIS-ICEUTE (2017)
Tomasz Andrysiak, Lukasz Saganowski, Piotr Kiedrowski
Predictive Abuse Detection for a PLC Smart Lighting Network Based on Automatically Created Models of Exponential Smoothing. Secur. Commun. Networks 2017 (2017)
Tomasz Andrysiak, Lukasz Saganowski, Piotr Kiedrowski
Anomaly Detection in Smart Metering Infrastructure with the Use of Time Series Analysis. J. Sensors 2017 (2017)
Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, Rafal Kozik
Proposal and comparison of network anomaly detection based on long-memory statistical models. Log. J. IGPL 24 (6) (2016)
Tomasz Andrysiak, Lukasz Saganowski, Wojciech Mazurczyk
Network anomaly detection for railway critical infrastructure based on autoregressive fractional integrated moving average. EURASIP J. Wirel. Commun. Netw. 2016 (2016)
Lukasz Saganowski, Tomasz Andrysiak, Rafal Kozik, Michal Choras
DWT-based anomaly detection method for cyber security of wireless sensor networks. Secur. Commun. Networks 9 (15) (2016)
Tomasz Andrysiak, Lukasz Saganowski
Network Anomaly Detection Based on Statistical Models with Long-Memory Dependence. DepCoS-RELCOMEX (2015)
Tomasz Andrysiak, Lukasz Saganowski, Adam Marchewka
A Comparative Study of Statistical Models with Long and Short-Memory Dependence for Network Anomaly Detection. IP&C (2015)
Tomasz Andrysiak, Lukasz Saganowski
DDoS Attacks Detection by Means of Statistical Models. CORES (2015)
Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, Rafal Kozik
Network Traffic Prediction and Anomaly Detection Based on ARFIMA Model. SOCO-CISIS-ICEUTE (2014)
Tomasz Andrysiak, Lukasz Saganowski
Network Anomaly Detection Based on ARFIMA Model. IP&C (2014)
Tomasz Andrysiak, Lukasz Saganowski, Michal Choras
DDoS Attacks Detection by Means of Greedy Algorithms. IP&C (2012)
Tomasz Andrysiak, Lukasz Saganowski, Michal Choras
Greedy Algorithms for Network Anomaly Detection. CISIS/ICEUTE/SOCO Special Sessions (2012)
Lukasz Saganowski, Marcin Goncerzewicz, Tomasz Andrysiak
Anomaly Detection Preprocessor for SNORT IDS System. IP&C (2012)
Michal Choras, Lukasz Saganowski, Rafal Renk, Witold Holubowicz
Statistical and signal-based network traffic recognition for anomaly detection. Expert Syst. J. Knowl. Eng. 29 (3) (2012)
Rafal Renk, Lukasz Saganowski, Michal Choras, Witold Holubowicz
Performance Evaluation of ADS System Based on Redundant Dictionary. IP&C (2010)
Lukasz Saganowski, Michal Choras, Rafal Renk, Witold Holubowicz
A Novel Signal-Based Approach to Anomaly Detection in IDS Systems. ICANNGA (2009)