Carlos Adrián Catania

30 papers C 1Journal 18Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Building adaptative and transparent cyber agents with local language models.
Expert Syst. Appl.
Maria Rigaki, Carlos Adrián Catania, Sebastián García
2026 J jnl
Evaluating Generalization Mechanisms in Autonomous Cyber Attack Agents.
CoRR
Ondrej Lukás, Jihoon Shin, Emilia Rivas, Diego Forni, Maria Rigaki, Carlos Adrián Catania, Aritran Piplai, Christopher Kiekintveld, Sebastián García
2025 J jnl
Temporal Analysis Framework for Intrusion Detection Systems: A Novel Taxonomy for Time-Aware Cybersecurity.
CoRR
Tatiana Parlanti, Carlos Adrián Catania
2025 — conf
VelLMes: A High-Interaction AI-Based Deception Framework.
EuroS&P (Workshops)
Muris Sladic, Veronica Valeros, Carlos Adrián Catania, Sebastián García
2025 J jnl
VelLMes: A high-interaction AI-based deception framework.
CoRR
Muris Sladic, Veronica Valeros, Carlos Adrián Catania, Sebastián García
2024 J jnl
Hackphyr: A Local Fine-Tuned LLM Agent for Network Security Environments.
CoRR
Maria Rigaki, Carlos Adrián Catania, Sebastián García
2024 — conf
LLM in the Shell: Generative Honeypots.
EuroS&P Workshops
Muris Sladic, Veronica Valeros, Carlos Adrián Catania, Sebastián García
2024 J jnl
LLMs for Domain Generation Algorithm Detection.
CoRR
Reynier Leyva La O, Carlos Adrián Catania, Tatiana Parlanti
2024 — conf
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments.
ICAART (3)
Maria Rigaki, Ondrej Lukás, Carlos Adrián Catania, Sebastián García
2024 — conf
Prompt. Exploit. Repeat: Automating Network Security Testing with LLMs.
ICAART (Revised Selected Paper, 2)
Maria Rigaki, Ondrej Lukás, Carlos Adrián Catania, Sebastián García
2024 — conf
Towards Better Understanding of Cybercrime: The Role of Fine-Tuned LLMs in Translation.
EuroS&P Workshops
Veronica Valeros, Anna Sirokova, Carlos Adrián Catania, Sebastián García
2024 J jnl
Towards Better Understanding of Cybercrime: The Role of Fine-Tuned LLMs in Translation.
CoRR
Veronica Valeros, Anna Sirokova, Carlos Adrián Catania, Sebastián García
2023 J jnl
LLM in the Shell: Generative Honeypots.
CoRR
Muris Sladic, Veronica Valeros, Carlos Adrián Catania, Sebastián García
2023 J jnl
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments.
CoRR
Maria Rigaki, Ondrej Lukás, Carlos Adrián Catania, Sebastián García
2022 J jnl
Beyond Random Split for Assessing Statistical Model Performance.
CoRR
Carlos Adrián Catania, Jorge L. Guerra, Juan Manuel Romero, Gabriel Dario Caffaratti, Martín G. Marchetta
2022 J jnl
Datasets are not enough: Challenges in labeling network traffic.
Comput. Secur.
Jorge L. Guerra, Carlos Adrián Catania, Eduardo E. Veas
2021 J jnl
Datasets are not Enough: Challenges in Labeling Network Traffic.
CoRR
Jorge L. Guerra, Carlos Adrián Catania, Eduardo E. Veas
2020 J jnl
DNS Tunneling: A Deep Learning based Lexicographical Detection Approach.
CoRR
Franco Palau, Carlos Adrián Catania, Jorge L. Guerra, Sebastián García, Maria Rigaki
2019 C conf
A Study on Labeling Network Hostile Behavior with Intelligent Interactive Tools.
VizSEC
Jorge L. Guerra, Eduardo E. Veas, Carlos Adrián Catania
2019 J jnl
Active learning approach to label network traffic datasets.
J. Inf. Secur. Appl.
Jorge L. Guerra, Carlos Adrián Catania, Eduardo E. Veas
2019 J jnl
Time-delayed multiple linear regression for de-noising MEMS inertial sensors.
Comput. Electr. Eng.
Rodrigo Gonzalez, Carlos Adrián Catania
2018 — conf
A statistical approach for optimal order adjustment of a moving average filter.
PLANS
Rodrigo Gonzalez, Carlos Adrián Catania
2018 — conf
Deep Convolutional Neural Networks for DGA Detection.
CACIC
Carlos Adrián Catania, Sebastián García, Pablo Torres
2017 — conf
Model Validation of an Open-source Framework for Post-processing INS/GNSS Systems.
GISTAM
Rodrigo Gonzalez, Carlos Adrián Catania, Paolo Dabove, Juan Carlos Taffernaberry, Marco Piras
2017 — conf
Visual Exploration of Network Hostile Behavior.
ESIDA@IUI
Jorge L. Guerra, Carlos Adrián Catania, Eduardo E. Veas
2016 — conf
Time-delayed multiple linear regression for increasing MEMS inertial sensor performance by using observations from a navigation-grade IMU.
PLANS
Rodrigo Gonzalez, Carlos Adrián Catania
2013 — conf
Towards reducing human effort in network intrusion detection.
IDAACS
Carlos Adrián Catania, Carlos García Garino
2012 J jnl
An autonomous labeling approach to support vector machines algorithms for network traffic anomaly detection.
Expert Syst. Appl.
Carlos Adrián Catania, Facundo Bromberg, Carlos García Garino
2012 J jnl
Automatic network intrusion detection: Current techniques and open issues.
Comput. Electr. Eng.
Carlos Adrián Catania, Carlos García Garino
2008 J jnl
Network traffic pattern recognition based on genetic algorithms.
Inteligencia Artif.
Carlos Adrián Catania, Carlos García Garino