A Simple Algorithm for Clock Synchronization in Transputer Networks. - Ugo de Carlini; Umberto Villano (Softw. Pract. Exp., 1988)

The monitoring of inter-process communications in distributed systems. - Ugo de Carlini; Roberto Vaccaro; Umberto Villano (Future Gener. Comput. Syst., 1990)

The routing problem in transputer-based parallel systems. - Ugo de Carlini; Umberto Villano (Microprocess. Microsystems, 1991)

Replay-Based Debugging of Occam Programs. - Aniello Cimitile; Ugo de Carlini; Umberto Villano (Softw. Test. Verification Reliab., 1993)

PS: a Simulator for Heterogeneous Computing Environments. - Rocco Aversa; Nicola Mazzocca; Umberto Villano (EUROSIM, 1994)

A clock synchronization algorithm for the performance analysis of multicomputer systems. - Giuseppe De Pietro; Umberto Villano (Concurr. Pract. Exp., 1994)

SYNC_WAVE: a high accuracy and low overhead algorithm for clock, synchronization in transputer networks. - Giuseppe De Pietro; Umberto Villano (Microprocess. Microsystems, 1994)

The Use of Simulation for Software Development in Heterogeneous Computing Environments. - Rocco Aversa; Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (PDPTA, 1995)

Parallel 1D-FFT Computation on Constant-valence Multicomputers. - Antonino Mazzeo; Umberto Villano (Softw. Pract. Exp., 1995)

The PS project: development of a simulator of PVM applications for heterogeneous and network computing. - Rocco Aversa; Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (Software Engineering for Parallel and Distributed Systems, 1996)

Design of a simulator of heterogeneous computing environments. - Rocco Aversa; Nicola Mazzocca; Umberto Villano (Simul. Pract. Theory, 1996)

On the evaluation of efficiency in heterogeneous distributed systems. - Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (PDP, 1997)

Interaction Patterns Detection in PVM Programs to Support Simulation. - Beniamino Di Martino; Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (PVM/MPI, 1997)

Automatic Detection of Interaction Patterns for Parallel Program Analysis and Development . - Beniamino Di Martino; Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (IWPC, 1998)

Efficiency measurements in heterogeneous distributed computing systems: from theory to practice. - Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (Concurr. Pract. Exp., 1998)

Heterogeneous system performance prediction and analysis using PS. - Rocco Aversa; Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (IEEE Concurr., 1998)

Developing Applications for Heterogeneous Computing Environments Using Simulation: A Case Study. - Rocco Aversa; Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (Parallel Comput., 1998)

Restructuring Parallel Programs by Transformation of Point-To-Point Interactions into Collective Communication. - Beniamino Di Martino; Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (IWPC, 1999)

Analytical Modelling of Parallel Application in Heterogeneous Computing Environments: A Study of Cholesky Factorization. - Rocco Aversa; Nicola Mazzocca; Umberto Villano (PaCT, 1999)

A performance simulation technique for distributed programs: application to an SOR iterative solver. - Rocco Aversa; Beniamino Di Martino; Nicola Mazzocca; Umberto Villano (PDP, 2000)

The Transition from a PVM Program Simulator to a Heterogeneous System Simulator: The HeSSE Project. - Nicola Mazzocca; Massimiliano Rak; Umberto Villano (PVM/MPI, 2000)

Reducing Parallel Program Simulation Complexity by Static Analysis. - Rocco Aversa; Beniamino Di Martino; Nicola Mazzocca; Umberto Villano (J. Supercomput., 2000)

MetaPL: A Notation System for Parallel Program Description and Performance Analysis. - Nicola Mazzocca; Massimiliano Rak; Umberto Villano (PaCT, 2001)

Adding Dynamic Coscheduling Support to PVM. - A. Gaito; Massimiliano Rak; Umberto Villano (PVM/MPI, 2001)

Identifying Clones in the Linux Kernel. - Giuliano Antoniol; Umberto Villano; Massimiliano Di Penta; Gerardo Casazza; Ettore Merlo (SCAM, 2001)

Parallel program analysis and restructuring by detection of point-to-point interaction patterns and their transformation into collective communication constructs. - Beniamino Di Martino; Antonino Mazzeo; Nicola Mazzocca; Umberto Villano (Sci. Comput. Program., 2001)

The metaPL approach to the performance analysis of distributed software systems. - Nicola Mazzocca; Massimiliano Rak; Umberto Villano (Workshop on Software and Performance, 2002)

Analyzing cloning evolution in the Linux kernel. - Giuliano Antoniol; Umberto Villano; Ettore Merlo; Massimiliano Di Penta (Inf. Softw. Technol., 2002)

Performance Simulation of a Hybrid OpenMP/MPI Application with HeSSE. - Rocco Aversa; Beniamino Di Martino; Massimiliano Rak; Salvatore Venticinque; Umberto Villano (PARCO, 2003)

Performance Modeling of Scientific Applications: Scalability Analysis of LAPW0. - Thomas Fahringer; Nicola Mazzocca; Massimiliano Rak; Sabri Pllana; Umberto Villano; Georg Madsen (PDP, 2003)

Off-Line Performance Prediction of Message-Passing Applications on Cluster Systems. - Emilio Mancini; Massimiliano Rak; Roberto Torella; Umberto Villano (PVM/MPI, 2003)

XOgastan: XML-Oriented gcc AST Analysis and Transformations. - Giuliano Antoniol; Massimiliano Di Penta; Gianluca Masone; Umberto Villano (SCAM, 2003)

Integrated Tools for Performance-Oriented Distributed Software Development. - Nicola Mazzocca; Emilio Mancini; Massimiliano Rak; Umberto Villano (Software Engineering Research and Practice, 2003)

A Case Study of Application Analytical Modeling in Heterogeneous Computing Environments: Cholesky Factorization in a NOW. - Rocco Aversa; Nicola Mazzocca; Umberto Villano (J. Supercomput., 2003)

Performance Oriented Development and Tuning of GRID Applications. - Emilio Mancini; Massimiliano Rak; Roberto Torella; Umberto Villano (PARA, 2004)

A Performance-Oriented Technique for Hybrid Application Development. - Emilio Mancini; Massimiliano Rak; Roberto Torella; Umberto Villano (PVM/MPI, 2004)

Compiler Hacking for Source Code Analysis. - Giuliano Antoniol; Massimiliano Di Penta; Gianluca Masone; Umberto Villano (Softw. Qual. J., 2004)

Self-optimizing MPI Applications: A Simulation-Based Approach. - Emilio Mancini; Massimiliano Rak; Roberto Torella; Umberto Villano (HPCC, 2005)

A Simulation-Based Framework for Autonomic Web Services. - Emilio Mancini; Umberto Villano; Massimiliano Rak; Roberto Torella (ICPADS (2), 2005)

Performance-Driven Development of a Web Services Application using MetaPL/HeSSE. - Emilio Mancini; Umberto Villano; Nicola Mazzocca; Massimiliano Rak; Roberto Torella (PDP, 2005)

A Grid-Aware Branch, Cut and Price Implementation. - Emilio Mancini; Sonya Marcarelli; Pierluigi Ritrovato; Igor Vasil'ev; Umberto Villano (PVM/MPI, 2005)

Performance prediction through simulation of a hybrid MPI/OpenMP application. - Rocco Aversa; Beniamino Di Martino; Massimiliano Rak; Salvatore Venticinque; Umberto Villano (Parallel Comput., 2005)

Autonomic Web Service Development with MAWeS. - Emilio Mancini; Umberto Villano; Massimiliano Rak (AINA (2), 2006)

Self-optimization of MPI Applications Within an Autonomic Framework. - Massimiliano Iannotta; Emilio Mancini; Massimiliano Rak; Umberto Villano (HPCC, 2006)

Computational Experience with Branch, Cut and Price Algorithms in Grid Environments. - Sonya Marcarelli; Emilio Pasquale Mancini; Umberto Villano (ISPA Workshops, 2006)

Mobile Agents Self-optimization with MAWeS. - Emilio Pasquale Mancini; Massimiliano Rak; Salvatore Venticinque; Umberto Villano (PARA, 2006)

Building Autonomic and Secure Service Oriented Architectures with MAWeS. - Valentina Casola; Emilio Pasquale Mancini; Nicola Mazzocca; Massimiliano Rak; Umberto Villano (ATC, 2007)

Optimizing secure Web Services with MAWeS: A case study. - Massimiliano Rak; Valentina Casola; Nicola Mazzocca; Emilio Pasquale Mancini; Umberto Villano (SecureComm, 2007)

Cluster systems and simulation: from benchmarking to off-line performance prediction. - Beniamino Di Martino; Emilio Mancini; Massimiliano Rak; Roberto Torella; Umberto Villano (Concurr. Comput. Pract. Exp., 2007)

Self-optimization of secure web services. - Valentina Casola; Emilio Pasquale Mancini; Nicola Mazzocca; Massimiliano Rak; Umberto Villano (Comput. Commun., 2008)

A grid-aware MIP solver: Implementation and case studies. - Emilio Pasquale Mancini; Sonya Marcarelli; Igor Vasil'ev; Umberto Villano (Future Gener. Comput. Syst., 2008)

Simulation-based optimization of multiple-task GRID applications. - Emilio Pasquale Mancini; Umberto Villano; Massimiliano Rak; Francesco Moscato 001 (Future Gener. Comput. Syst., 2008)

PerfCloud: Performance-Oriented Integration of Cloud and GRID. - Valentina Casola; Massimiliano Rak; Umberto Villano (CloudComp, 2009)

PerfCloud: GRID Services for Performance-Oriented Development of Cloud Computing Applications. - Emilio Pasquale Mancini; Massimiliano Rak; Umberto Villano (WETICE, 2009)

Performance Evaluation of Grid-Enabled Code: A Case Study. - Sonya Marcarelli; Emilio Pasquale Mancini; Umberto Villano (WETICE, 2009)

Identity federation in cloud computing. - Valentina Casola; Massimiliano Rak; Umberto Villano (IAS, 2010)

Autonomic Composite-service Architecture with MAWeS. - Emilio Pasquale Mancini; Massimiliano Rak; Umberto Villano (CISIS, 2010)

The Cloud@Home Project: Towards a New Enhanced Computing Paradigm. - 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 (Euro-Par Workshops, 2010)

Cloud@Home: Performance Management Components. - Rocco Aversa; Dario Bruneo; Antonio Cuomo; Beniamino Di Martino; Salvatore Distefano; Antonio Puliafito; Massimiliano Rak; Salvatore Venticinque; Umberto Villano (Euro-Par Workshops, 2010)

Security and Performance Trade-off in PerfCloud. - Valentina Casola; Antonio Cuomo; Massimiliano Rak; Umberto Villano (Euro-Par Workshops, 2010)

A Service for Virtual Cluster Performance Evaluation. - Massimiliano Rak; Antonio Cuomo; Umberto Villano (WETICE, 2010)

Access Control in Cloud-on-Grid Systems: The PerfCloud Case Study. - Valentina Casola; Raffaele Lettiero; Massimiliano Rak; Umberto Villano (Computers, Privacy and Data Protection, 2011)

QoS Management in Cloud@Home Infrastructures. - Salvatore Distefano; Antonio Puliafito; Massimiliano Rak; Salvatore Venticinque; Umberto Villano; Antonio Cuomo; Giuseppe Di Modica; Orazio Tomarchio (CyberC, 2011)

Enhancing an Autonomic Cloud Architecture with Mobile Agents. - Antonio Cuomo; Massimiliano Rak; Salvatore Venticinque; Umberto Villano (Euro-Par Workshops (1), 2011)

CHASE: An Autonomic Service Engine for Cloud Environments. - Massimiliano Rak; Antonio Cuomo; Umberto Villano (WETICE, 2011)

A simple and secure watermarking protocol. - Antonio Cuomo; Franco Frattolillo; Federica Landolfi; Umberto Villano (CASoN, 2012)

mJADES: Concurrent Simulation in the Cloud. - Massimiliano Rak; Antonio Cuomo; Umberto Villano (CISIS, 2012)

Simulation-Based Performance Evaluation of Cloud Applications. - Antonio Cuomo; Massimiliano Rak; Umberto Villano (IDC, 2012)

A novel approach based on formal methods for clone detection. - Antonio Cuomo; Antonella Santone; Umberto Villano (IWSC, 2012)

Process-oriented Discrete-event Simulation in Java with Continuations - Quantitative Performance Evaluation. - Antonio Cuomo; Massimiliano Rak; Umberto Villano (SIMULTECH, 2012)

Cloud-Based Concurrent Simulation at Work: Fast Performance Prediction of Parallel Programs. - Massimiliano Rak; Antonio Cuomo; Umberto Villano (WETICE, 2012)

A Proposal of a Simulation-Based Approach for Service Level Agreement in Cloud. - Massimiliano Rak; Antonio Cuomo; Umberto Villano (AINA Workshops, 2013)

An SLA-Based Approach to Manage Sensor Networks as-a-Service. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Giuseppe Aversano; Umberto Villano (CloudCom (1), 2013)

Security as a Service Using an SLA-Based Approach via SPECS. - Massimiliano Rak; Neeraj Suri; Jesus Luna; Dana Petcu; Valentina Casola; Umberto Villano (CloudCom (2), 2013)

Cost/Performance Evaluation for Cloud Applications Using Simulation. - Massimiliano Rak; Antonio Cuomo; Umberto Villano (WETICE, 2013)

The CloudGrid approach: Security analysis and performance evaluation. - Valentina Casola; Antonio Cuomo; Massimiliano Rak; Umberto Villano (Future Gener. Comput. Syst., 2013)

An SLA-based Broker for Cloud Infrastructures. - Antonio Cuomo; Giuseppe Di Modica; Salvatore Distefano; Antonio Puliafito; Massimiliano Rak; Orazio Tomarchio; Salvatore Venticinque; Umberto Villano (J. Grid Comput., 2013)

Concurrent simulation in the cloud with the mJADES framework. - Antonio Cuomo; Massimiliano Rak; Umberto Villano (Int. J. Simul. Process. Model., 2013)

The mOSAIC Benchmarking Framework: Development and Execution of Custom Cloud Benchmarks. - Giuseppe Aversano; Massimiliano Rak; Umberto Villano (Scalable Comput. Pract. Exp., 2013)

Preliminary Design of a Platform-as-a-Service to Provide Security in Cloud. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (CLOSER, 2014)

A Portable Tool for Running MPI Applications in the Cloud. - Massimiliano Rak; Mauro Turtur; Umberto Villano; Luigi Pino (INCoS, 2014)

Early Prediction of the Cost of HPC Application Execution in the Cloud. - Massimiliano Rak; Mauro Turtur; Umberto Villano (SYNASC, 2014)

Cloud-Aware Development of Scientific Applications. - Alessandra De Benedictis; Massimiliano Rak; Mauro Turtur; Umberto Villano (WETICE, 2014)

An SLA-based brokering platform to provide sensor networks as-a-service. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Giuseppe Aversano; Umberto Villano (Int. J. Bus. Process. Integr. Manag., 2014)

CD-Form: A clone detector based on formal methods. - Antonio Cuomo; Antonella Santone; Umberto Villano (Sci. Comput. Program., 2014)

DoS Protection in the Cloud through the SPECS Services. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (3PGCIC, 2015)

SLA-Based Secure Cloud Application Development: The SPECS Framework. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (SYNASC, 2015)

REST-Based SLA Management for Cloud Applications. - Alessandra De Benedictis; Massimiliano Rak; Mauro Turtur; Umberto Villano (WETICE, 2015)

Planting parallel program simulation on the cloud. - Antonio Cuomo; Massimiliano Rak; Umberto Villano (Concurr. Comput. Pract. Exp., 2015)

Prediction of cost and performance of cloud applications. - Massimiliano Rak; Antonio Cuomo; Umberto Villano; Giuseppe Aversano (Int. J. Cloud Comput., 2015)

Performance prediction of cloud applications through benchmarking and simulation. - Antonio Cuomo; Massimiliano Rak; Umberto Villano (Int. J. Comput. Sci. Eng., 2015)

Early Prediction of the Cost of Cloud Usage for HPC Applications. - Massimiliano Rak; Mauro Turtur; Umberto Villano (Scalable Comput. Pract. Exp., 2015)

Cloudifier: An Ecosystem for the Migration of Distributed Applications to the Cloud. - Umberto Villano; Stefano Cagnoni; Maria Carla Calzarossa; Antonella Di Stefano; Beniamino Di Martino (AINA Workshops, 2016)

A Security SLA-driven Methodology to Set-Up Security Capabilities on Top of Cloud Services. - Valentina Casola; Alessandra De Benedictis; Madalina Erascu; Massimiliano Rak; Umberto Villano (CISIS, 2016)

Cloud Security: From Per-Provider to Per-Service Security SLAs. - Alessandra De Benedictis; Valentina Casola; Massimiliano Rak; Umberto Villano (INCoS, 2016)

Per-Service Security SLa: A New Model for Security Management in Clouds. - Valentina Casola; Alessandra De Benedictis; Jolanda Modic; Massimiliano Rak; Umberto Villano (WETICE, 2016)

A framework for cloud-aware development of bag-of-tasks scientific applications. - Alessandra De Benedictis; Massimiliano Rak; Mauro Turtur; Umberto Villano (Int. J. Grid Util. Comput., 2016)

SLA-based Secure Cloud Application Development. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (Scalable Comput. Pract. Exp., 2016)

A Security Metric Catalogue for Cloud Applications. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (CISIS, 2017)

An Automatic Tool for Benchmark Testing of Cloud Applications. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (CLOSER, 2017)

MUSA Deployer: Deployment of Multi-cloud Applications. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano; Erkuden Rios; Angel Rego; Giancarlo Capone (WETICE, 2017)

SLAs for cloud applications: agreement protocol and REST-based implementation. - Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (Int. J. Grid Util. Comput., 2017)

Automated Risk Analysis for IoT Systems. - Massimiliano Rak; Valentina Casola; Alessandra De Benedictis; Umberto Villano (3PGCIC, 2018)

A Security SLA-Driven Moving Target Defense Framework to Secure Cloud Applications. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (MTD@CCS, 2018)

A Proposal of a Cloud-Oriented Security and Performance Simulator Provided as-a-Service. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (CISIS, 2018)

Towards Automated Penetration Testing for Cloud Applications. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (WETICE, 2018)

Per-service security SLAs for cloud security management: model and implementation. - Valentina Casola; Alessandra De Benedictis; Jolanda Modic; Massimiliano Rak; Umberto Villano (Int. J. Grid Util. Comput., 2018)

Security-by-design in multi-cloud applications: An optimization approach. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (Inf. Sci., 2018)

Auto-scaling in the Cloud: Current Status and Perspectives. - Marta Catillo; Massimiliano Rak; Umberto Villano (3PGCIC, 2019)

Enabling Technologies: Infrastructure for Collaborative Enterprises Editorial for WETICE 2019 Conference. - Valentina Casola; Alessandra De Benedictis; Umberto Villano (WETICE, 2019)

Benchmark-Based Cost Analysis of Auto Scaling Web Applications in the Cloud. - Luciano Ocone; Massimiliano Rak; Umberto Villano (WETICE, 2019)

Model-based deployment of secure multi-cloud applications. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano; Erkuden Rios; Angel Rego; Giancarlo Capone (Int. J. Grid Util. Comput., 2019)

Toward the automation of threat modeling and risk assessment in IoT systems. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (Internet Things, 2019)

Discovery of DoS attacks by the ZED-IDS anomaly detector. - Marta Catillo; Massimiliano Rak; Umberto Villano (J. High Speed Networks, 2019)

A case study on the representativeness of public DoS network traffic data for cybersecurity research. - Marta Catillo; Antonio Pecchia; Massimiliano Rak; Umberto Villano (ARES, 2020)

2L-ZED-IDS: A Two-Level Anomaly Detector for Multiple Attack Classes. - Marta Catillo; Massimiliano Rak; Umberto Villano (AINA Workshops, 2020)

Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server. - Marta Catillo; Antonio Pecchia; Umberto Villano (ICTSS, 2020)

Towards a Framework for Improving Experiments on DoS Attacks. - Marta Catillo; Antonio Pecchia; Umberto Villano (QUATIC, 2020)

Auto-scaling Applications in the Cloud by Simple Indexes with Complex Loads. - Marta Catillo; Luciano Ocone; Massimiliano Rak; Umberto Villano (WETICE, 2020)

A methodology for automated penetration testing of cloud applications. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (Int. J. Grid Util. Comput., 2020)

A novel Security-by-Design methodology: Modeling and assessing security by SLAs with a quantitative approach. - Valentina Casola; Alessandra De Benedictis; Massimiliano Rak; Umberto Villano (J. Syst. Softw., 2020)

USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation. - Marta Catillo; Andrea Del Vecchio; Luciano Ocone; Antonio Pecchia; Umberto Villano (DSN Workshops, 2021)

On the Quality of Network Flow Records for IDS Evaluation: A Collaborative Filtering Approach. - Marta Catillo; Andrea Del Vecchio; Antonio Pecchia; Umberto Villano (ICTSS, 2021)

A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection. - Marta Catillo; Andrea Del Vecchio; Antonio Pecchia; Umberto Villano (QUATIC, 2021)

Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data. - Marta Catillo; Antonio Pecchia; Massimiliano Rak; Umberto Villano (Comput. Secur., 2021)

Black-box load testing to support auto-scaling web applications in the cloud. - Marta Catillo; Luciano Ocone; Umberto Villano; Massimiliano Rak (Int. J. Grid Util. Comput., 2021)

Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding. - Marta Catillo; Antonio Pecchia; Umberto Villano (ARES, 2022)

Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. - Marta Catillo; Antonio Pecchia; Umberto Villano (QUATIC, 2022)

AutoLog: Anomaly detection by deep autoencoding of system logs. - Marta Catillo; Antonio Pecchia; Umberto Villano (Expert Syst. Appl., 2022)

No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation. - Marta Catillo; Antonio Pecchia; Umberto Villano (J. Netw. Comput. Appl., 2022)

Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study. - Marta Catillo; Andrea Del Vecchio; Antonio Pecchia; Umberto Villano (Softw. Qual. J., 2022)

A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection. - Marta Catillo; Andrea Del Vecchio; Antonio Pecchia; Umberto Villano (ARES, 2023)

Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. - Marta Catillo; Antonio Pecchia; Umberto Villano (CloudCom, 2023)

Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? - Marta Catillo; Antonio Pecchia; Umberto Villano (DSN-S, 2023)

A survey on auto-scaling: how to exploit cloud elasticity. - Marta Catillo; Umberto Villano; Massimiliano Rak (Int. J. Grid Util. Comput., 2023)

CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders. - Marta Catillo; Antonio Pecchia; Umberto Villano (Comput. Secur., 2023)

Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection. - Marta Catillo; Antonio Pecchia; Antonio Repola; Umberto Villano (ARES, 2024)

DEFEDGE: Threat-Driven Security Testing and Proactive Defense Identification for Edge-Cloud Systems. - Valentina Casola; Marta Catillo; Alessandra De Benedictis; Felice Moretta; Antonio Pecchia; Massimiliano Rak; Umberto Villano (AINA (5), 2024)

Bipartite Graph Modeling for the Analysis of Fake News Propagation. - Carmela Bernardo; Marta Catillo; Antonio Pecchia; Francesco Vasca; Umberto Villano (ASONAM (Workshops), 2024)

Exploring the effect of training-time randomness on the performance of deep neural networks for intrusion detection. - Marta Catillo; Antonio Pecchia; Umberto Villano (Soft Comput., 2024)

Successful intrusion detection with a single deep autoencoder: theory and practice. - Marta Catillo; Antonio Pecchia; Umberto Villano (Softw. Qual. J., 2024)

Detection of Adversarial Examples by Adversarial Training: A Study on the Suitability of FGSM for Hardening NIDS Against Problem-Space Attacks. - Marta Catillo; Antonio Pecchia; Umberto Villano (ARES (EU Projects Symposium Workshops 2), 2025)

A Critique on the (Mis)Use of Feature-Space Attacks for Adversarial Machine Learning in NIDS. - Marta Catillo; Antonio Pecchia; Antonio Repola; Umberto Villano (EDCC, 2025)

USB-IDS-TC: A Flow-Based Intrusion Detection Dataset of DoS Attacks in Different Network Scenarios. - Marta Catillo; Antonio Pecchia; Umberto Villano (ICISSP (1), 2025)

Topic Modeling for Graph-Based Analysis of Fake News Diffusion. - Pasquale Avella; Carmela Bernardo; Marta Catillo; Antonio Pecchia; Francesco Vasca; Umberto Villano (WETICE, 2025)

MultiCIDS: Anomaly-based collective intrusion detection by deep learning on IoT/CPS multivariate time series. - Marta Catillo; Antonio Pecchia; Umberto Villano (Internet Things, 2025)

SPREADSHOT: Analysis of fake news spreading through topic modeling and bipartite weighted graphs. - Carmela Bernardo; Marta Catillo; Antonio Pecchia; Francesco Vasca; Umberto Villano (Online Soc. Networks Media, 2025)