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Author

Marta Catillo

Observed institution: University of Sannio
ORCID: 0000-0002-5025-7969
Observed ORCID: 0000-0002-5025-7969
OpenAlex ID: A5041921145
AutoLog: Anomaly detection by deep autoencoding of system logs
2021 · Marta Catillo, Antonio Pecchia, et al. · Expert Systems with Applications · 110
CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders
2023 · Marta Catillo, Antonio Pecchia, et al. · Computers & Security · 99
A Deep Learning Method for Lightweight and Cross-Device IoT Botnet Detection
2023 · Marta Catillo, Antonio Pecchia, et al. · Applied Sciences · 57
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Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study
2022 · Marta Catillo, Andrea Del Vecchio, et al. · Software Quality Journal · 45
2L-ZED-IDS: A Two-Level Anomaly Detector for Multiple Attack Classes
2020 · Marta Catillo, Massimiliano Rak, et al. · Advances in intelligent systems and computing · 45
Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data
2021 · Marta Catillo, Antonio Pecchia, et al. · Computers & Security · 34
Discovery of DoS attacks by the ZED-IDS anomaly detector
2019 · Marta Catillo, Massimiliano Rak, et al. · Journal of High Speed Networks · 24
A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection
2023 · Marta Catillo, Andrea Del Vecchio, et al. · International Conference on Availability, Reliability and Security (ARES) · 22
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Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS?
2023 · Marta Catillo, Antonio Pecchia, et al. · IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S) · 20
USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation
2021 · Marta Catillo, Andrea Del Vecchio, et al. · International Conference on Dependable Systems and Networks workshops · 20
A survey on auto-scaling: how to exploit cloud elasticity
2023 · Marta Catillo, Umberto Villano, et al. · International Journal of Grid and Utility Computing · 16
Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding
2022 · Marta Catillo, Antonio Pecchia, et al. · International Conference on Availability, Reliability and Security (ARES) · 16
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MultiCIDS: Anomaly-based collective intrusion detection by deep learning on IoT/CPS multivariate time series
2025 · Marta Catillo, Antonio Pecchia, et al. · Internet of Things · 15
Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection
2024 · Marta Catillo, Antonio Pecchia, et al. · International Conference on Availability, Reliability and Security (ARES) · 14
No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation
2022 · Marta Catillo, Antonio Pecchia, et al. · Journal of Network and Computer Applications · 11
A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection
2021 · Marta Catillo, Andrea Del Vecchio, et al. · Communications in computer and information science · 11
Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server
2020 · Marta Catillo, Antonio Pecchia, et al. · Lecture notes in computer science · 10
Auto-scaling in the Cloud: Current Status and Perspectives
2019 · Marta Catillo, Massimiliano Rak, et al. · Lecture notes in networks and systems · 10
Successful intrusion detection with a single deep autoencoder: theory and practice
2023 · Marta Catillo, Antonio Pecchia, et al. · Software Quality Journal · 8
Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection
2023 · Marta Catillo, Antonio Pecchia, et al. · IEEE International Conference on Cloud Computing Technology and Science · 5
A case study on the representativeness of public DoS network traffic data for cybersecurity research
2020 · Marta Catillo, Antonio Pecchia, et al. · International Conference on Availability, Reliability and Security (ARES) · 5
USB-IDS-TC: A Flow-Based Intrusion Detection Dataset of DoS Attacks in Different Network Scenarios
2025 · Marta Catillo, Antonio Pecchia, et al. · International Conference on Information Systems Security and Privacy (ICISSP) · 4
Similarity Is Not Enough: Issues with Adversarial Perturbations of Traffic Features against Intrusion Detection Systems
2026 · Marta Catillo, Antonio Pecchia, et al. · International Conference on Information Systems Security and Privacy (ICISSP) · 3
Simpler Is Better: On the Use of Autoencoders for Intrusion Detection
2022 · Marta Catillo, Antonio Pecchia, et al. · Communications in computer and information science · 3
SPREADSHOT: Analysis of fake news spreading through topic modeling and bipartite weighted graphs
2025 · Carmela Bernardo, Marta Catillo, et al. · Online Social Networks and Media · 2
Works count: 41
Citation count: 624
H-index: 14
I10-index: 18
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