Sebastian Garcia

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 19

Top Topics

Labeling Process

Geographically Distributed

Generative Model

Top Venues

EuroS&P Workshops

IEEE Symposium on Security and Privacy Workshops

Publications

Maria Rigaki, Sebastian Garcia
Stealing and evading malware classifiers and antivirus at low false positive conditions. Comput. Secur. 129 (2023)
Arti Bandhana, Ondrej Lukás, Sebastian Garcia, Tomás Kroupa
Catch Me if You Can: Improving Adversaries in Cyber-Security with Q-Learning Algorithms. ICAART (3) (2023)
Sebastian Garcia, Veronica Valeros
Towards a better labeling process for network security datasets. CoRR (2023)
Maria Rigaki, Sebastian Garcia
The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning. CoRR (2023)
Arti Bandhana, Ondrej Lukás, Sebastian Garcia, Tomás Kroupa
Catch Me If You Can: Improving Adversaries in Cyber-Security With Q-Learning Algorithms. CoRR (2023)
Veronica Valeros, Maria Rigaki, Sebastian Garcia
Attacker Profiling Through Analysis of Attack Patterns in Geographically Distributed Honeypots. CoRR (2023)
Maria Rigaki, Ondrej Lukás, Carlos Adrián Catania, Sebastian Garcia
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments. CoRR (2023)
Yesid L. Lopez, Didier Grimaldi, Sebastian Garcia, Jonatan Ordoez, Carlos Carrasco-Farré, Andres A. Aristizabal
Artificial Intelligence Model to Predict the Virality of Press Articles. ICMLC (2022)
Maria Rigaki, Sebastian Garcia
Stealing Malware Classifiers and AVs at Low False Positive Conditions. CoRR (2022)
Ondrej Lukás, Sebastian Garcia
Deep Generative Models to Extend Active Directory Graphs with Honeypot Users. DeLTA (2021)
Ondrej Lukás, Sebastian Garcia
Deep Generative Models to Extend Active Directory Graphs with Honeypot Users. CoRR (2021)
Ondrej Lukás, Sebastian Garcia
Disrupting Active Directory Attacks with Deep Learning for Organic Honeyuser Placement. DeLTA (Selected Papers) (2021)
Veronica Valeros, Sebastian Garcia
Growth and Commoditization of Remote Access Trojans. EuroS&P Workshops (2020)
Franco Palau, Carlos Adrián Catania, Jorge L. Guerra, Sebastian Garcia, Maria Rigaki
DNS Tunneling: A Deep Learning based Lexicographical Detection Approach. CoRR (2020)
Maria Rigaki, Sebastian Garcia
A Survey of Privacy Attacks in Machine Learning. CoRR (2020)
Veronica Valeros, Maria Rigaki, Sebastian Garcia
Machete: Dissecting the Operations of a Cyber Espionage Group in Latin America. EuroS&P Workshops (2019)
Paula Venosa, Sebastian Garcia, Francisco Javier Diaz
A Better Infected Hosts Detection Combining Ensemble Learning and Threat Intelligence. CACIC (2019)
Maria Rigaki, Sebastian Garcia
Bringing a GAN to a Knife-Fight: Adapting Malware Communication to Avoid Detection. IEEE Symposium on Security and Privacy Workshops (2018)
Christian A. Hammerschmidt, Sebastian Garcia, Sicco Verwer, Radu State
Reliable Machine Learning for Networking: Key Issues and Approaches. LCN (2017)