CATILLO, Marta
CATILLO, Marta
DIPARTIMENTO DI INGEGNERIA (solo contabile)
2L-ZED-IDS: A Two-Level Anomaly Detector for Multiple Attack Classes
2020-01-01 Catillo, M.; Rak, M.; Villano, U.
A case study on the representativeness of public DoS network traffic data for cybersecurity research
2020-01-01 Catillo, M.; Pecchia, A.; Rak, M.; Villano, U.
A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection
2023-01-01 Catillo, M.; Del Vecchio, A.; Pecchia, A.; Villano, U.
A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection
2021-01-01 Catillo, M.; Del Vecchio, A.; Pecchia, A.; Villano, U.
A Deep Learning Method for Lightweight and Cross-Device IoT Botnet Detection
2023-01-01 Catillo, M; Pecchia, A; Villano, U
A survey on auto-scaling: how to exploit cloud elasticity
2023-01-01 Catillo, M; Villano, U; Rak, M
Auto-scaling Applications in the Cloud by Simple Indexes with Complex Loads
2020-01-01 Catillo, Marta; Ocone, Luciano; Rak, Massimiliano; Villano, Umberto
Auto-scaling in the Cloud: Current Status and Perspectives
2020-01-01 Catillo, M.; Rak, M.; Villano, U.
AutoLog: Anomaly detection by deep autoencoding of system logs
2022-01-01 Catillo, M.; Pecchia, A.; Villano, U.
Black-box load testing to support auto-scaling web applications in the cloud
2021-01-01 Catillo, M.; Ocone, L.; Villano, U.; Rak, M.
Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding
2022-01-01 Catillo, M.; Pecchia, A.; Villano, U.
CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders
2023-01-01 Catillo, M.; Pecchia, A.; Villano, U.
Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data
2021-01-01 Catillo, M.; Pecchia, A.; Rak, M.; Villano, U.
Discovery of DoS attacks by the ZED-IDS anomaly detector
2019-01-01 Catillo, M.; Rak, M.; Villano, U.
Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS?
2023-01-01 Catillo, Marta; Pecchia, Antonio; Villano, Umberto
Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server
2020-01-01 Catillo, M.; Pecchia, A.; Villano, U.
No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation
2022-01-01 Catillo, M.; Pecchia, A.; Villano, U.
On the Quality of Network Flow Records for IDS Evaluation: A Collaborative Filtering Approach
2022-01-01 Catillo, Marta; Del Vecchio, Andrea; Pecchia, Antonio; Villano, Umberto
Simpler Is Better: On the Use of Autoencoders for Intrusion Detection
2022-01-01 Catillo, M.; Pecchia, A.; Villano, U.
Successful intrusion detection with a single deep autoencoder: theory and practice
2023-01-01 Catillo, M; Pecchia, A; Villano, U