Umberto Villano

Orcid: 0000-0001-5382-4650

Affiliations:
  • Università degli Studi del Sannio, Italy


According to our database1, Umberto Villano authored at least 139 papers between 1988 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Online presence:

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Bibliography

2024
Successful intrusion detection with a single deep autoencoder: theory and practice.
Softw. Qual. J., March, 2024

Exploring the effect of training-time randomness on the performance of deep neural networks for intrusion detection.
Soft Comput., February, 2024

DEFEDGE: Threat-Driven Security Testing and Proactive Defense Identification for Edge-Cloud Systems.
Proceedings of the Advanced Information Networking and Applications, 2024

2023
CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders.
Comput. Secur., June, 2023

A survey on auto-scaling: how to exploit cloud elasticity.
Int. J. Grid Util. Comput., 2023

Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS?
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection.
Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2023

A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection.
Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

2022
Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study.
Softw. Qual. J., 2022

No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation.
J. Netw. Comput. Appl., 2022

AutoLog: Anomaly detection by deep autoencoding of system logs.
Expert Syst. Appl., 2022

Simpler Is Better: On the Use of Autoencoders for Intrusion Detection.
Proceedings of the Quality of Information and Communications Technology, 2022

Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding.
Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021
Black-box load testing to support auto-scaling web applications in the cloud.
Int. J. Grid Util. Comput., 2021

Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data.
Comput. Secur., 2021

A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection.
Proceedings of the Quality of Information and Communications Technology, 2021

On the Quality of Network Flow Records for IDS Evaluation: A Collaborative Filtering Approach.
Proceedings of the Testing Software and Systems, 2021

USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation.
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021

2020
A novel Security-by-Design methodology: Modeling and assessing security by SLAs with a quantitative approach.
J. Syst. Softw., 2020

A methodology for automated penetration testing of cloud applications.
Int. J. Grid Util. Comput., 2020

Auto-scaling Applications in the Cloud by Simple Indexes with Complex Loads.
Proceedings of the 29th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2020

Towards a Framework for Improving Experiments on DoS Attacks.
Proceedings of the Quality of Information and Communications Technology, 2020

Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server.
Proceedings of the Testing Software and Systems, 2020

2L-ZED-IDS: A Two-Level Anomaly Detector for Multiple Attack Classes.
Proceedings of the Web, Artificial Intelligence and Network Applications, 2020

A case study on the representativeness of public DoS network traffic data for cybersecurity research.
Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2019
Discovery of DoS attacks by the ZED-IDS anomaly detector.
J. High Speed Networks, 2019

Toward the automation of threat modeling and risk assessment in IoT systems.
Internet Things, 2019

Model-based deployment of secure multi-cloud applications.
Int. J. Grid Util. Comput., 2019

Benchmark-Based Cost Analysis of Auto Scaling Web Applications in the Cloud.
Proceedings of the 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2019

Enabling Technologies: Infrastructure for Collaborative Enterprises Editorial for WETICE 2019 Conference.
Proceedings of the 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2019

Auto-scaling in the Cloud: Current Status and Perspectives.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

2018
Security-by-design in multi-cloud applications: An optimization approach.
Inf. Sci., 2018

Per-service security SLAs for cloud security management: model and implementation.
Int. J. Grid Util. Comput., 2018

Towards Automated Penetration Testing for Cloud Applications.
Proceedings of the 27th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2018

A Proposal of a Cloud-Oriented Security and Performance Simulator Provided as-a-Service.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2018

A Security SLA-Driven Moving Target Defense Framework to Secure Cloud Applications.
Proceedings of the 5th ACM Workshop on Moving Target Defense, 2018

Automated Risk Analysis for IoT Systems.
Proceedings of the Advances on P2P, 2018

2017
SLAs for cloud applications: agreement protocol and REST-based implementation.
Int. J. Grid Util. Comput., 2017

MUSA Deployer: Deployment of Multi-cloud Applications.
Proceedings of the 26th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2017

An Automatic Tool for Benchmark Testing of Cloud Applications.
Proceedings of the CLOSER 2017, 2017

A Security Metric Catalogue for Cloud Applications.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

2016
SLA-based Secure Cloud Application Development.
Scalable Comput. Pract. Exp., 2016

A framework for cloud-aware development of bag-of-tasks scientific applications.
Int. J. Grid Util. Comput., 2016

Per-Service Security SLa: A New Model for Security Management in Clouds.
Proceedings of the 25th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2016

Cloud Security: From Per-Provider to Per-Service Security SLAs.
Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016

A Security SLA-driven Methodology to Set-Up Security Capabilities on Top of Cloud Services.
Proceedings of the 10th International Conference on Complex, 2016

Cloudifier: An Ecosystem for the Migration of Distributed Applications to the Cloud.
Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016

2015
Early Prediction of the Cost of Cloud Usage for HPC Applications.
Scalable Comput. Pract. Exp., 2015

Performance prediction of cloud applications through benchmarking and simulation.
Int. J. Comput. Sci. Eng., 2015

Prediction of cost and performance of cloud applications.
Int. J. Cloud Comput., 2015

Planting parallel program simulation on the cloud.
Concurr. Comput. Pract. Exp., 2015

REST-Based SLA Management for Cloud Applications.
Proceedings of the 24th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2015

SLA-Based Secure Cloud Application Development: The SPECS Framework.
Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2015

DoS Protection in the Cloud through the SPECS Services.
Proceedings of the 10th International Conference on P2P, 2015

2014
CD-Form: A clone detector based on formal methods.
Sci. Comput. Program., 2014

An SLA-based brokering platform to provide sensor networks as-a-service.
Int. J. Bus. Process. Integr. Manag., 2014

Cloud-Aware Development of Scientific Applications.
Proceedings of the 2014 IEEE 23rd International WETICE Conference, 2014

Early Prediction of the Cost of HPC Application Execution in the Cloud.
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

A Portable Tool for Running MPI Applications in the Cloud.
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014

Preliminary Design of a Platform-as-a-Service to Provide Security in Cloud.
Proceedings of the CLOSER 2014, 2014

2013
The mOSAIC Benchmarking Framework: Development and Execution of Custom Cloud Benchmarks.
Scalable Comput. Pract. Exp., 2013

Concurrent simulation in the cloud with the mJADES framework.
Int. J. Simul. Process. Model., 2013

An SLA-based Broker for Cloud Infrastructures.
J. Grid Comput., 2013

The CloudGrid approach: Security analysis and performance evaluation.
Future Gener. Comput. Syst., 2013

Cost/Performance Evaluation for Cloud Applications Using Simulation.
Proceedings of the 2013 Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2013

Security as a Service Using an SLA-Based Approach via SPECS.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

An SLA-Based Approach to Manage Sensor Networks as-a-Service.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

A Proposal of a Simulation-Based Approach for Service Level Agreement in Cloud.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012
Cloud-Based Concurrent Simulation at Work: Fast Performance Prediction of Parallel Programs.
Proceedings of the 21st IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2012

Process-oriented Discrete-event Simulation in Java with Continuations - Quantitative Performance Evaluation.
Proceedings of the SIMULTECH 2012 - Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Rome, Italy, 28, 2012

A novel approach based on formal methods for clone detection.
Proceedings of the Proceeding of the 6th International Workshop on Software Clones, 2012

Simulation-Based Performance Evaluation of Cloud Applications.
Proceedings of the Intelligent Distributed Computing VI - Proceedings of the 6th International Symposium on Intelligent Distributed Computing, 2012

mJADES: Concurrent Simulation in the Cloud.
Proceedings of the Sixth International Conference on Complex, 2012

A simple and secure watermarking protocol.
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012

2011
CHASE: An Autonomic Service Engine for Cloud Environments.
Proceedings of the 20th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2011

Enhancing an Autonomic Cloud Architecture with Mobile Agents.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

QoS Management in Cloud@Home Infrastructures.
Proceedings of the 2011 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2011

Access Control in Cloud-on-Grid Systems: The <i>PerfCloud</i> Case Study.
Proceedings of the Computers, Privacy and Data Protection: an Element of Choice, 2011

2010
A Service for Virtual Cluster Performance Evaluation.
Proceedings of the 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2010

Security and Performance Trade-off in PerfCloud.
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

Cloud@Home: Performance Management Components.
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

The Cloud@Home Project: Towards a New Enhanced Computing Paradigm.
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

Autonomic Composite-service Architecture with MAWeS.
Proceedings of the CISIS 2010, 2010

Identity federation in cloud computing.
Proceedings of the Sixth International Conference on Information Assurance and Security, 2010

2009
Performance Evaluation of Grid-Enabled Code: A Case Study.
Proceedings of the 18th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2009

PerfCloud: GRID Services for Performance-Oriented Development of Cloud Computing Applications.
Proceedings of the 18th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2009

PerfCloud: Performance-Oriented Integration of Cloud and GRID.
Proceedings of the Cloud Computing - First International Conference, 2009

2008
Simulation-based optimization of multiple-task GRID applications.
Future Gener. Comput. Syst., 2008

A grid-aware MIP solver: Implementation and case studies.
Future Gener. Comput. Syst., 2008

Self-optimization of secure web services.
Comput. Commun., 2008

2007
Cluster systems and simulation: from benchmarking to off-line performance prediction.
Concurr. Comput. Pract. Exp., 2007

Optimizing secure Web Services with MAWeS: A case study.
Proceedings of the Third International Conference on Security and Privacy in Communication Networks and the Workshops, 2007

Building Autonomic and Secure Service Oriented Architectures with MAWeS.
Proceedings of the Autonomic and Trusted Computing, 4th International Conference, 2007

2006
Mobile Agents Self-optimization with MAWeS.
Proceedings of the Applied Parallel Computing. State of the Art in Scientific Computing, 2006

Computational Experience with Branch, Cut and Price Algorithms in Grid Environments.
Proceedings of the Frontiers of High Performance Computing and Networking, 2006

Self-optimization of MPI Applications Within an Autonomic Framework.
Proceedings of the High Performance Computing and Communications, 2006

Autonomic Web Service Development with MAWeS.
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005
Performance prediction through simulation of a hybrid MPI/OpenMP application.
Parallel Comput., 2005

A Grid-Aware Branch, Cut and Price Implementation.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2005

Performance-Driven Development of a Web Services Application using MetaPL/HeSSE.
Proceedings of the 13th Euromicro Workshop on Parallel, 2005

A Simulation-Based Framework for Autonomic Web Services.
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

Self-optimizing MPI Applications: A Simulation-Based Approach.
Proceedings of the High Performance Computing and Communications, 2005

2004
Compiler Hacking for Source Code Analysis.
Softw. Qual. J., 2004

A Performance-Oriented Technique for Hybrid Application Development.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2004

Performance Oriented Development and Tuning of GRID Applications.
Proceedings of the Applied Parallel Computing, 2004

2003
A Case Study of Application Analytical Modeling in Heterogeneous Computing Environments: Cholesky Factorization in a NOW.
J. Supercomput., 2003

Integrated Tools for Performance-Oriented Distributed Software Development.
Proceedings of the International Conference on Software Engineering Research and Practice, 2003

XOgastan: XML-Oriented gcc AST Analysis and Transformations.
Proceedings of the 3rd IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2003), 2003

Off-Line Performance Prediction of Message-Passing Applications on Cluster Systems.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface,10th European PVM/MPI Users' Group Meeting, Venice, Italy, September 29, 2003

Performance Modeling of Scientific Applications: Scalability Analysis of LAPW0.
Proceedings of the 11th Euromicro Workshop on Parallel, 2003

Performance Simulation of a Hybrid OpenMP/MPI Application with HeSSE.
Proceedings of the Parallel Computing: Software Technology, 2003

2002
Analyzing cloning evolution in the Linux kernel.
Inf. Softw. Technol., 2002

The metaPL approach to the performance analysis of distributed software systems.
Proceedings of the Third International Workshop on Software and Performance, 2002

2001
Parallel program analysis and restructuring by detection of point-to-point interaction patterns and their transformation into collective communication constructs.
Sci. Comput. Program., 2001

Identifying Clones in the Linux Kernel.
Proceedings of the 1st IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2001), 2001

Adding Dynamic Coscheduling Support to PVM.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2001

MetaPL: A Notation System for Parallel Program Description and Performance Analysis.
Proceedings of the Parallel Computing Technologies, 2001

2000
Reducing Parallel Program Simulation Complexity by Static Analysis.
J. Supercomput., 2000

The Transition from a PVM Program Simulator to a Heterogeneous System Simulator: The HeSSE Project.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2000

A performance simulation technique for distributed programs: application to an SOR iterative solver.
Proceedings of the Eight Euromicro Workshop on Parallel and Distributed Processing, 2000

1999
Analytical Modelling of Parallel Application in Heterogeneous Computing Environments: A Study of Cholesky Factorization.
Proceedings of the Parallel Computing Technologies, 1999

Restructuring Parallel Programs by Transformation of Point-To-Point Interactions into Collective Communication.
Proceedings of the 7th International Workshop on Program Comprehension (IWPC '99), May 5-7, 1999, 1999

1998
Developing Applications for Heterogeneous Computing Environments Using Simulation: A Case Study.
Parallel Comput., 1998

Heterogeneous system performance prediction and analysis using PS.
IEEE Concurr., 1998

Efficiency measurements in heterogeneous distributed computing systems: from theory to practice.
Concurr. Pract. Exp., 1998

Automatic Detection of Interaction Patterns for Parallel Program Analysis and Development .
Proceedings of the 6th International Workshop on Program Comprehension (IWPC '98), 1998

1997
Interaction Patterns Detection in PVM Programs to Support Simulation.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1997

On the evaluation of efficiency in heterogeneous distributed systems.
Proceedings of the Fifth Euromicro Workshop on Parallel and Distributed Processing (PDP '97), 1997

1996
Design of a simulator of heterogeneous computing environments.
Simul. Pract. Theory, 1996

The PS project: development of a simulator of PVM applications for heterogeneous and network computing.
Proceedings of the Software Engineering for Parallel and Distributed Systems, 1996

1995
Parallel 1D-FFT Computation on Constant-valence Multicomputers.
Softw. Pract. Exp., 1995

The Use of Simulation for Software Development in Heterogeneous Computing Environments.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1995

1994
SYNC_WAVE: a high accuracy and low overhead algorithm for clock, synchronization in transputer networks.
Microprocess. Microsystems, 1994

A clock synchronization algorithm for the performance analysis of multicomputer systems.
Concurr. Pract. Exp., 1994

PS: a Simulator for Heterogeneous Computing Environments.
Proceedings of the Massively Parallel Processing Applications and Develompent, 1994

1993
Replay-Based Debugging of Occam Programs.
Softw. Test. Verification Reliab., 1993

1991
The routing problem in transputer-based parallel systems.
Microprocess. Microsystems, 1991

1990
The monitoring of inter-process communications in distributed systems.
Future Gener. Comput. Syst., 1990

1988
A Simple Algorithm for Clock Synchronization in Transputer Networks.
Softw. Pract. Exp., 1988


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