Umberto Villano

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 55

Top Venues

WETICE

Int. J. Grid Util. Comput.

ARES

QUATIC

Publications

Marta Catillo, Antonio Pecchia, Antonio Repola, Umberto Villano
Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection. ARES (2024)
Marta Catillo, Antonio Pecchia, Umberto Villano
Successful intrusion detection with a single deep autoencoder: theory and practice. Softw. Qual. J. 32 (1) (2024)
Valentina Casola, Marta Catillo, Alessandra De Benedictis, Felice Moretta, Antonio Pecchia, Massimiliano Rak, Umberto Villano
DEFEDGE: Threat-Driven Security Testing and Proactive Defense Identification for Edge-Cloud Systems. AINA (5) (2024)
Marta Catillo, Antonio Pecchia, Umberto Villano
Exploring the effect of training-time randomness on the performance of deep neural networks for intrusion detection. Soft Comput. 28 (3) (2024)
Marta Catillo, Antonio Pecchia, Umberto Villano
CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders. Comput. Secur. 129 (2023)
Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection. ARES (2023)
Marta Catillo, Antonio Pecchia, Umberto Villano
Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. CloudCom (2023)
Marta Catillo, Umberto Villano, Massimiliano Rak
A survey on auto-scaling: how to exploit cloud elasticity. Int. J. Grid Util. Comput. 14 (1) (2023)
Marta Catillo, Antonio Pecchia, Umberto Villano
Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? DSN-S (2023)
Marta Catillo, Antonio Pecchia, Umberto Villano
AutoLog: Anomaly detection by deep autoencoding of system logs. Expert Syst. Appl. 191 (2022)
Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study. Softw. Qual. J. 30 (4) (2022)
Marta Catillo, Antonio Pecchia, Umberto Villano
No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation. J. Netw. Comput. Appl. 202 (2022)
Marta Catillo, Antonio Pecchia, Umberto Villano
Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. QUATIC (2022)
Marta Catillo, Antonio Pecchia, Umberto Villano
Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding. ARES (2022)
Marta Catillo, Luciano Ocone, Umberto Villano, Massimiliano Rak
Black-box load testing to support auto-scaling web applications in the cloud. Int. J. Grid Util. Comput. 12 (2) (2021)
Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
On the Quality of Network Flow Records for IDS Evaluation: A Collaborative Filtering Approach. ICTSS (2021)
Marta Catillo, Antonio Pecchia, Massimiliano Rak, Umberto Villano
Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data. Comput. Secur. 108 (2021)
Marta Catillo, Andrea Del Vecchio, Luciano Ocone, Antonio Pecchia, Umberto Villano
USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation. DSN Workshops (2021)
Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection. QUATIC (2021)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
A novel Security-by-Design methodology: Modeling and assessing security by SLAs with a quantitative approach. J. Syst. Softw. 163 (2020)
Marta Catillo, Antonio Pecchia, Massimiliano Rak, Umberto Villano
A case study on the representativeness of public DoS network traffic data for cybersecurity research. ARES (2020)
Marta Catillo, Antonio Pecchia, Umberto Villano
Towards a Framework for Improving Experiments on DoS Attacks. QUATIC (2020)
Marta Catillo, Luciano Ocone, Massimiliano Rak, Umberto Villano
Auto-scaling Applications in the Cloud by Simple Indexes with Complex Loads. WETICE (2020)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
A methodology for automated penetration testing of cloud applications. Int. J. Grid Util. Comput. 11 (2) (2020)
Marta Catillo, Antonio Pecchia, Umberto Villano
Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server. ICTSS (2020)
Marta Catillo, Massimiliano Rak, Umberto Villano
2L-ZED-IDS: A Two-Level Anomaly Detector for Multiple Attack Classes. AINA Workshops (2020)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
Toward the automation of threat modeling and risk assessment in IoT systems. Internet Things 7 (2019)
Marta Catillo, Massimiliano Rak, Umberto Villano
Auto-scaling in the Cloud: Current Status and Perspectives. 3PGCIC (2019)
Luciano Ocone, Massimiliano Rak, Umberto Villano
Benchmark-Based Cost Analysis of Auto Scaling Web Applications in the Cloud. WETICE (2019)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano, Erkuden Rios, Angel Rego, Giancarlo Capone
Model-based deployment of secure multi-cloud applications. Int. J. Grid Util. Comput. 10 (6) (2019)
Marta Catillo, Massimiliano Rak, Umberto Villano
Discovery of DoS attacks by the ZED-IDS anomaly detector. J. High Speed Networks 25 (4) (2019)
Valentina Casola, Alessandra De Benedictis, Umberto Villano
Enabling Technologies: Infrastructure for Collaborative Enterprises Editorial for WETICE 2019 Conference. WETICE (2019)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
Security-by-design in multi-cloud applications: An optimization approach. Inf. Sci. (2018)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
Towards Automated Penetration Testing for Cloud Applications. WETICE (2018)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
A Proposal of a Cloud-Oriented Security and Performance Simulator Provided as-a-Service. CISIS (2018)
Valentina Casola, Alessandra De Benedictis, Jolanda Modic, Massimiliano Rak, Umberto Villano
Per-service security SLAs for cloud security management: model and implementation. Int. J. Grid Util. Comput. 9 (2) (2018)
Massimiliano Rak, Valentina Casola, Alessandra De Benedictis, Umberto Villano
Automated Risk Analysis for IoT Systems. 3PGCIC (2018)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
A Security SLA-Driven Moving Target Defense Framework to Secure Cloud Applications. MTD@CCS (2018)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
A Security Metric Catalogue for Cloud Applications. CISIS (2017)
Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
SLAs for cloud applications: agreement protocol and REST-based implementation. Int. J. Grid Util. Comput. 8 (2) (2017)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano, Erkuden Rios, Angel Rego, Giancarlo Capone
MUSA Deployer: Deployment of Multi-cloud Applications. WETICE (2017)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
An Automatic Tool for Benchmark Testing of Cloud Applications. CLOSER (2017)
Valentina Casola, Alessandra De Benedictis, Madalina Erascu, Massimiliano Rak, Umberto Villano
A Security SLA-driven Methodology to Set-Up Security Capabilities on Top of Cloud Services. CISIS (2016)
Alessandra De Benedictis, Massimiliano Rak, Mauro Turtur, Umberto Villano
A framework for cloud-aware development of bag-of-tasks scientific applications. Int. J. Grid Util. Comput. 7 (2) (2016)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
SLA-based Secure Cloud Application Development. Scalable Comput. Pract. Exp. 17 (4) (2016)
Umberto Villano, Stefano Cagnoni, Maria Carla Calzarossa, Antonella Di Stefano, Beniamino Di Martino
Cloudifier: An Ecosystem for the Migration of Distributed Applications to the Cloud. AINA Workshops (2016)
Alessandra De Benedictis, Valentina Casola, Massimiliano Rak, Umberto Villano
Cloud Security: From Per-Provider to Per-Service Security SLAs. INCoS (2016)
Valentina Casola, Alessandra De Benedictis, Jolanda Modic, Massimiliano Rak, Umberto Villano
Per-Service Security SLa: A New Model for Security Management in Clouds. WETICE (2016)
Alessandra De Benedictis, Massimiliano Rak, Mauro Turtur, Umberto Villano
REST-Based SLA Management for Cloud Applications. WETICE (2015)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
SLA-Based Secure Cloud Application Development: The SPECS Framework. SYNASC (2015)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
DoS Protection in the Cloud through the SPECS Services. 3PGCIC (2015)
Antonio Cuomo, Massimiliano Rak, Umberto Villano
Performance prediction of cloud applications through benchmarking and simulation. Int. J. Comput. Sci. Eng. 11 (1) (2015)
Antonio Cuomo, Massimiliano Rak, Umberto Villano
Planting parallel program simulation on the cloud. Concurr. Comput. Pract. Exp. 27 (6) (2015)
Massimiliano Rak, Antonio Cuomo, Umberto Villano, Giuseppe Aversano
Prediction of cost and performance of cloud applications. Int. J. Cloud Comput. 4 (1) (2015)
Massimiliano Rak, Mauro Turtur, Umberto Villano
Early Prediction of the Cost of Cloud Usage for HPC Applications. Scalable Comput. Pract. Exp. 16 (3) (2015)
Alessandra De Benedictis, Massimiliano Rak, Mauro Turtur, Umberto Villano
Cloud-Aware Development of Scientific Applications. WETICE (2014)
Antonio Cuomo, Antonella Santone, Umberto Villano
CD-Form: A clone detector based on formal methods. Sci. Comput. Program. 95 (2014)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano
Preliminary Design of a Platform-as-a-Service to Provide Security in Cloud. CLOSER (2014)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Giuseppe Aversano, Umberto Villano
An SLA-based brokering platform to provide sensor networks as-a-service. Int. J. Bus. Process. Integr. Manag. 7 (2) (2014)
Massimiliano Rak, Mauro Turtur, Umberto Villano, Luigi Pino
A Portable Tool for Running MPI Applications in the Cloud. INCoS (2014)
Massimiliano Rak, Mauro Turtur, Umberto Villano
Early Prediction of the Cost of HPC Application Execution in the Cloud. SYNASC (2014)
Valentina Casola, Antonio Cuomo, Massimiliano Rak, Umberto Villano
The CloudGrid approach: Security analysis and performance evaluation. Future Gener. Comput. Syst. 29 (1) (2013)
Antonio Cuomo, Giuseppe Di Modica, Salvatore Distefano, Antonio Puliafito, Massimiliano Rak, Orazio Tomarchio, Salvatore Venticinque, Umberto Villano
An SLA-based Broker for Cloud Infrastructures. J. Grid Comput. 11 (1) (2013)
Massimiliano Rak, Antonio Cuomo, Umberto Villano
Cost/Performance Evaluation for Cloud Applications Using Simulation. WETICE (2013)
Massimiliano Rak, Antonio Cuomo, Umberto Villano
A Proposal of a Simulation-Based Approach for Service Level Agreement in Cloud. AINA Workshops (2013)
Antonio Cuomo, Massimiliano Rak, Umberto Villano
Concurrent simulation in the cloud with the mJADES framework. Int. J. Simul. Process. Model. 8 (4) (2013)
Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Giuseppe Aversano, Umberto Villano
An SLA-Based Approach to Manage Sensor Networks as-a-Service. CloudCom (1) (2013)
Massimiliano Rak, Neeraj Suri, Jesus Luna, Dana Petcu, Valentina Casola, Umberto Villano
Security as a Service Using an SLA-Based Approach via SPECS. CloudCom (2) (2013)
Giuseppe Aversano, Massimiliano Rak, Umberto Villano
The mOSAIC Benchmarking Framework: Development and Execution of Custom Cloud Benchmarks. Scalable Comput. Pract. Exp. 14 (1) (2013)
Massimiliano Rak, Antonio Cuomo, Umberto Villano
Cloud-Based Concurrent Simulation at Work: Fast Performance Prediction of Parallel Programs. WETICE (2012)
Antonio Cuomo, Massimiliano Rak, Umberto Villano
Process-oriented Discrete-event Simulation in Java with Continuations - Quantitative Performance Evaluation. SIMULTECH (2012)
Antonio Cuomo, Antonella Santone, Umberto Villano
A novel approach based on formal methods for clone detection. IWSC (2012)
Massimiliano Rak, Antonio Cuomo, Umberto Villano
mJADES: Concurrent Simulation in the Cloud. CISIS (2012)
Antonio Cuomo, Massimiliano Rak, Umberto Villano
Simulation-Based Performance Evaluation of Cloud Applications. IDC (2012)
Antonio Cuomo, Franco Frattolillo, Federica Landolfi, Umberto Villano
A simple and secure watermarking protocol. CASoN (2012)
Antonio Cuomo, Massimiliano Rak, Salvatore Venticinque, Umberto Villano
Enhancing an Autonomic Cloud Architecture with Mobile Agents. Euro-Par Workshops (1) (2011)
Salvatore Distefano, Antonio Puliafito, Massimiliano Rak, Salvatore Venticinque, Umberto Villano, Antonio Cuomo, Giuseppe Di Modica, Orazio Tomarchio
QoS Management in Cloud@Home Infrastructures. CyberC (2011)
Massimiliano Rak, Antonio Cuomo, Umberto Villano
CHASE: An Autonomic Service Engine for Cloud Environments. WETICE (2011)
Valentina Casola, Antonio Cuomo, Massimiliano Rak, Umberto Villano
Security and Performance Trade-off in PerfCloud. Euro-Par Workshops (2010)
Valentina Casola, Massimiliano Rak, Umberto Villano
Identity federation in cloud computing. IAS (2010)
Rocco Aversa, Marco Avvenuti, Antonio Cuomo, Beniamino Di Martino, Giuseppe Di Modica, Salvatore Distefano, Antonio Puliafito, Massimiliano Rak, Orazio Tomarchio, Alessio Vecchio, Salvatore Venticinque, Umberto Villano
The Cloud@Home Project: Towards a New Enhanced Computing Paradigm. Euro-Par Workshops (2010)
Massimiliano Rak, Antonio Cuomo, Umberto Villano
A Service for Virtual Cluster Performance Evaluation. WETICE (2010)
Rocco Aversa, Dario Bruneo, Antonio Cuomo, Beniamino Di Martino, Salvatore Distefano, Antonio Puliafito, Massimiliano Rak, Salvatore Venticinque, Umberto Villano
Cloud@Home: Performance Management Components. Euro-Par Workshops (2010)
Emilio Pasquale Mancini, Massimiliano Rak, Umberto Villano
Autonomic Composite-service Architecture with MAWeS. CISIS (2010)
Valentina Casola, Massimiliano Rak, Umberto Villano
PerfCloud: Performance-Oriented Integration of Cloud and GRID. CloudComp (2009)
Sonya Marcarelli, Emilio Pasquale Mancini, Umberto Villano
Performance Evaluation of Grid-Enabled Code: A Case Study. WETICE (2009)
Emilio Pasquale Mancini, Massimiliano Rak, Umberto Villano
PerfCloud: GRID Services for Performance-Oriented Development of Cloud Computing Applications. WETICE (2009)
Emilio Pasquale Mancini, Sonya Marcarelli, Igor Vasil'ev, Umberto Villano
A grid-aware MIP solver: Implementation and case studies. Future Gener. Comput. Syst. 24 (2) (2008)
Emilio Pasquale Mancini, Umberto Villano, Massimiliano Rak, Francesco Moscato
Simulation-based optimization of multiple-task GRID applications. Future Gener. Comput. Syst. 24 (6) (2008)
Valentina Casola, Emilio Pasquale Mancini, Nicola Mazzocca, Massimiliano Rak, Umberto Villano
Self-optimization of secure web services. Comput. Commun. 31 (18) (2008)
Valentina Casola, Emilio Pasquale Mancini, Nicola Mazzocca, Massimiliano Rak, Umberto Villano
Building Autonomic and Secure Service Oriented Architectures with MAWeS. ATC (2007)
Massimiliano Rak, Valentina Casola, Nicola Mazzocca, Emilio Pasquale Mancini, Umberto Villano
Optimizing secure Web Services with MAWeS: A case study. SecureComm (2007)
Beniamino Di Martino, Emilio Mancini, Massimiliano Rak, Roberto Torella, Umberto Villano
Cluster systems and simulation: from benchmarking to off-line performance prediction. Concurr. Comput. Pract. Exp. 19 (11) (2007)
Sonya Marcarelli, Emilio Pasquale Mancini, Umberto Villano
Computational Experience with Branch, Cut and Price Algorithms in Grid Environments. ISPA Workshops (2006)
Emilio Mancini, Umberto Villano, Massimiliano Rak
Autonomic Web Service Development with MAWeS. AINA (2) (2006)
M. Iannotta, Emilio Mancini, Massimiliano Rak, Umberto Villano
Self-optimization of MPI Applications Within an Autonomic Framework. HPCC (2006)
Emilio Pasquale Mancini, Massimiliano Rak, Salvatore Venticinque, Umberto Villano
Mobile Agents Self-optimization with MAWeS. PARA (2006)
Rocco Aversa, Beniamino Di Martino, Massimiliano Rak, Salvatore Venticinque, Umberto Villano
Performance prediction through simulation of a hybrid MPI/OpenMP application. Parallel Comput. 31 (10-12) (2005)
Emilio Mancini, Sonya Marcarelli, Pierluigi Ritrovato, Igor Vasil'ev, Umberto Villano
A Grid-Aware Branch, Cut and Price Implementation. PVM/MPI (2005)
Emilio Mancini, Umberto Villano, Nicola Mazzocca, Massimiliano Rak, Roberto Torella
Performance-Driven Development of a Web Services Application using MetaPL/HeSSE. PDP (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Umberto Villano