Sebastián García, Ph.D.
Praha 2, Karlovo náměstí 13, E-313
+420 224 357 304

Theses topics
Cybersecurity: Cybersecurity, Malware Analysis, Attacks Modeling and Hacking, Network Security, Network Analysis, Anomaly Detection
Artificial Intelligence: AI for Civil Society and NGOs, Graph Theory

Erquiaga, M.J., García, S., Garino, C.G. 2018 Observer Effect: How Intercepting HTTPS Traffic Forces Malware to Change Their Behavior, detail

Rigaki, M., García, S. 2018 Bringing a GAN to a Knife-Fight: Adapting Malware Communication to Avoid Detection, detail

Hammerschmidt, C.A., García, S., Verwer, S., State, R. 2017 Reliable Machine Learning for Networking: Key Issues and Approaches, detail

García, S., Pěchouček, M. 2016 Detecting the Behavioral Relationships of Malware Connections, detail

García, S., Maria Jose Erquiaga, MJE, Carlos Catania, CC 2016 Detecting DGA Malware traffic through Behavioral Models, detail

García, S., Pablo Torres, PT, Carlos Catania, CC, Carlos Garcia Garino, CGG 2016 An analysis of Recurrent Neural Networks for Botnet detection behavior, detail

García, S. 2016 Cisco Security Projects Activity Report, detail

García, S., Pěchouček, M. 2016 Detecting the Behavioral Relationships of Malware Connections, detail

Torres, P., Catania, C., García, S., Garino, C.G. 2016 An Analysis of Recurrent Neural Networks for Botnet Detection Behavior, detail

García, S. 2015 Modelling the Network behaviour of Malware to Block Malicious Patterns. The Stratosphere Project: a Behavioural IPS, detail

Buryan, P. 2014 Refinement Action-Based Framework for Utilization of Softcomputing in Inductive Learning, detail

García, S., Grill, M., Stiborek, J., Zunino, A. 2014 An empirical comparison of botnet detection methods, detail

García, S., Zunino, A., Campo, M. 2014 Detecting Botnet Traffic from a Single Host, detail

García, S., Uhlíř, V., Rehák, M. 2014 Identifying and Modeling Botnet C&C Behaviors, detail

Zemanová, M. 2012 Exploiting Ontologies and Higher Order Knowledge in Relational Data Mining, detail

Karel, F. 2009 Quantitative Association Rules Mining, detail

Jiřina, M. 1998 Initial Setting of Weights in the Kohonen Maps, detail

Rozinek, J. 1996 Predikce časových řad neuronovými sítěmi, detail