Maria Rigaki

According to our database, Maria Rigaki authored at least 14 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DeepRed: A Deep Learning-Powered Command and Control Framework for Multi-Stage Red Teaming Against ML-based Network Intrusion Detection Systems.

Mehrdad Hajizadeh, Pegah Golchin, Ehsan Nowroozi, Maria Rigaki, Veronica Valeros, Sebastián García, Mauro Conti, Thomas Bauschert

Proceedings of the 19th USENIX WOOT Conference on Offensive Technologies, 2025

2024

A Survey of Privacy Attacks in Machine Learning.

Maria Rigaki, Sebastián García

ACM Comput. Surv., April, 2024

Hackphyr: A Local Fine-Tuned LLM Agent for Network Security Environments.

Maria Rigaki, Carlos Adrián Catania, Sebastián García

CoRR, 2024

Counteracting Concept Drift by Learning with Future Malware Predictions.

Branislav Bosanský, Lada Hospodkova, Michal Najman, Maria Rigaki, Elnaz Babayeva, Viliam Lisý

CoRR, 2024

Prompt. Exploit. Repeat: Automating Network Security Testing with LLMs.

Maria Rigaki, Ondrej Lukás, Carlos Catania, Sebastián García

Proceedings of the Agents and Artificial Intelligence - 16th International Conference, 2024

Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments.

Maria Rigaki, Ondrej Lukás, Carlos Adrián Catania, Sebastián García

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Stealing and evading malware classifiers and antivirus at low false positive conditions.

Maria Rigaki, Sebastián García

Comput. Secur., June, 2023

Attacker Profiling Through Analysis of Attack Patterns in Geographically Distributed Honeypots.

Veronica Valeros, Maria Rigaki, Sebastián García

CoRR, 2023

The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning.

Maria Rigaki, Sebastián García

Proceedings of the Computer Security - ESORICS 2023, 2023

2022

Stealing Malware Classifiers and AVs at Low False Positive Conditions.

Maria Rigaki, Sebastián García

CoRR, 2022

2020

DNS Tunneling: A Deep Learning based Lexicographical Detection Approach.

Franco Palau, Carlos Adrián Catania, Jorge L. Guerra, Sebastián García, Maria Rigaki

CoRR, 2020

2019

Machete: Dissecting the Operations of a Cyber Espionage Group in Latin America.

Veronica Valeros, Maria Rigaki, Sebastián García

Proceedings of the 2019 IEEE European Symposium on Security and Privacy Workshops, 2019

2018

Toward Intelligent Autonomous Agents for Cyber Defense: Report of the 2017 Workshop by the North Atlantic Treaty Organization (NATO) Research Group IST-152-RTG.

Alexander Kott, Ryan Thomas, Martin Drasar, Markus Kont, Alexander Poylisher, Benjamin A. Blakely, Paul Théron, Nathaniel Evans, Nandi Leslie, Rajdeep Singh, Maria Rigaki, Shanchieh Jay Yang, Benoît Leblanc, Paul Losiewicz, Sylvain Hourlier, Misty K. Blowers, Hugh Harney, Gregory Wehner, Alessandro Guarino, Jana Komárková, James Rowell

CoRR, 2018

Bringing a GAN to a Knife-Fight: Adapting Malware Communication to Avoid Detection.

Maria Rigaki, Sebastián García

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018