People

RESEARCHERS & LECTURERS

SEBASTIÁN GARCÍA, PH.D.

Sebastián García, Ph.D.
Praha 2, Karlovo náměstí 13, E-313
+420 224 357 304
sebastian.garcia@agents.fel.cvut.cz

Theses topics
  • Cybersecurity:
  • 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

Erquiaga, M.J., García, S., Garino, C.G. 2018 Analysis of Botnet Behavior as a Distributed System, 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

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

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