A Novel Signal-Based Approach to Anomaly Detection in IDS Systems. - Lukasz Saganowski; Michal Choras; Rafal Renk; Witold Holubowicz (ICANNGA, 2009)

Recognizing Anomalies/Intrusions in Heterogeneous Networks. - Michal Choras; Lukasz Saganowski; Rafal Renk; Rafal Kozik; Witold Holubowicz (Computer Recognition Systems 3, 2009)

Performance Evaluation of ADS System Based on Redundant Dictionary. - Rafal Renk; Lukasz Saganowski; Michal Choras; Witold Holubowicz (IP&C, 2010)

DDoS Attacks Detection by Means of Greedy Algorithms. - Tomasz Andrysiak; Lukasz Saganowski; Michal Choras (IP&C, 2012)

Anomaly Detection Preprocessor for SNORT IDS System. - Lukasz Saganowski; Marcin Goncerzewicz; Tomasz Andrysiak (IP&C, 2012)

Greedy Algorithms for Network Anomaly Detection. - Tomasz Andrysiak; Lukasz Saganowski; Michal Choras (CISIS/ICEUTE/SOCO Special Sessions, 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)

Network Anomaly Detection Based on ARFIMA Model. - Tomasz Andrysiak; Lukasz Saganowski (IP&C, 2014)

Network Traffic Prediction and Anomaly Detection Based on ARFIMA Model. - Tomasz Andrysiak; Lukasz Saganowski; Michal Choras; Rafal Kozik (SOCO-CISIS-ICEUTE, 2014)

DDoS Attacks Detection by Means of Statistical Models. - Tomasz Andrysiak; Lukasz Saganowski (CORES, 2015)

Network Anomaly Detection Based on Statistical Models with Long-Memory Dependence. - Tomasz Andrysiak; Lukasz Saganowski (DepCoS-RELCOMEX, 2015)

A Comparative Study of Statistical Models with Long and Short-Memory Dependence for Network Anomaly Detection. - Tomasz Andrysiak; Lukasz Saganowski; Adam Marchewka (IP&C, 2015)

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)

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)

DWT-based anomaly detection method for cyber security of wireless sensor networks. - Lukasz Saganowski; Tomasz Andrysiak; Rafal Kozik; Michal Choras (Secur. Commun. Networks, 2016)

Detection of Network Attacks Using Hybrid ARIMA-GARCH Model. - Tomasz Andrysiak; Lukasz Saganowski; Miroslaw Maszewski; Adam Marchewka (DepCoS-RELCOMEX, 2017)

Time Series Forecasting Using Holt-Winters Model Applied to Anomaly Detection in Network Traffic. - Tomasz Andrysiak; Lukasz Saganowski; Miroslaw Maszewski (SOCO-CISIS-ICEUTE, 2017)

Anomaly Detection in Smart Metering Infrastructure with the Use of Time Series Analysis. - Tomasz Andrysiak; Lukasz Saganowski; Piotr Kiedrowski (J. Sensors, 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)

Dynamic Time Warping Analysis for Security Purposes in Wireless Sensor Networks. - Tomasz Andrysiak; Lukasz Saganowski (DepCoS-RELCOMEX, 2018)

A Comparative Study of Statistical and Neural Network Models for PLC Network Traffic Anomaly Detection. - Tomasz Andrysiak; Lukasz Saganowski (DepCoS-RELCOMEX, 2019)

Neural Network Analysis of PLC Traffic in Smart City Street Lighting Network. - Tomasz Andrysiak; Lukasz Saganowski (CISIS, 2020)

Maintenance and Security System for PLC Railway LED Sign Communication Infrastructure. - Tomasz Andrysiak; Lukasz Saganowski (ICCS (4), 2020)

Time series forecasting with model selection applied to anomaly detection in network traffic. - Lukasz Saganowski; Tomasz Andrysiak (Log. J. IGPL, 2020)

Anomaly Detection for Smart Lighting Infrastructure with the Use of Time Series Analysis. - Tomasz Andrysiak; Lukasz Saganowski (J. Univers. Comput. Sci., 2020)

Prediction of Smart Energy Meter Network Traffic Features for Anomaly Detection. - Lukasz Saganowski; Tomasz Andrysiak (CISIS-ICEUTE, 2022)

Prediction of Water Usage for Advanced Metering Infrastructure Network with Intelligent Water Meters. - Lukasz Saganowski; Tomasz Andrysiak (CISIS-ICEUTE, 2023)