Catania, Carlos

1. Datasets are not Enough: Challenges in Labeling Network Traffic
   2021/10/12 by J.E. Castillo Guerra, Guerra, Jorge, Carlos Catania +3 · 7 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection
2. Hackphyr: A Local Fine-Tuned LLM Agent for Network Security Environments
   2024/09/17 by María Rigaki, Rigaki, Maria, Carlos Catania +3 · 5 citations
   Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Peer-to-Peer Network Technologies
3. DNS Tunneling: A Deep Learning based Lexicographical Detection Approach
   2020/06/11 by Franco Palau, Palau, Franco, Carlos Catania +7 · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Spam and Phishing Detection #Web Application Security Vulnerabilities
4. Beyond Random Split for Assessing Statistical Model Performance
   2022/09/04 by Catania, Carlos, Guerra, Jorge, Romero, Juan Manuel +2 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)