| 2026 | ICISSP | Similarity Is Not Enough: Issues with Adversarial Perturbations of Traffic Features against Intrusion Detection Systems. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2025 | EDCC | A Critique on the (Mis)Use of Feature-Space Attacks for Adversarial Machine Learning in NIDS. | Marta Catillo, Antonio Pecchia, Antonio Repola, Umberto Villano |
| 2025 | ICISSP | USB-IDS-TC: A Flow-Based Intrusion Detection Dataset of DoS Attacks in Different Network Scenarios. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2025 | WETICE | Topic Modeling for Graph-Based Analysis of Fake News Diffusion. | Pasquale Avella, Carmela Bernardo, Marta Catillo, Antonio Pecchia, Francesco Vasca, Umberto Villano |
| 2024 | AINA | 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 |
| 2023 | CloudCom | Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2023 | DSN | Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2022 | QUATIC | Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2021 | DSN | 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 |
| 2021 | QUATIC | A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection. | Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano |
| 2020 | AINA | 2L-ZED-IDS: A Two-Level Anomaly Detector for Multiple Attack Classes. | Marta Catillo, Massimiliano Rak, Umberto Villano |
| 2020 | QUATIC | Towards a Framework for Improving Experiments on DoS Attacks. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2020 | WETICE | Auto-scaling Applications in the Cloud by Simple Indexes with Complex Loads. | Marta Catillo, Luciano Ocone, Massimiliano Rak, Umberto Villano |
| 2019 | WETICE | Enabling Technologies: Infrastructure for Collaborative Enterprises Editorial for WETICE 2019 Conference. | Valentina Casola, Alessandra De Benedictis, Umberto Villano |
| 2019 | WETICE | Benchmark-Based Cost Analysis of Auto Scaling Web Applications in the Cloud. | Luciano Ocone, Massimiliano Rak, Umberto Villano |
| 2018 | CCS | A Security SLA-Driven Moving Target Defense Framework to Secure Cloud Applications. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano |
| 2018 | CISIS | A Proposal of a Cloud-Oriented Security and Performance Simulator Provided as-a-Service. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano |
| 2018 | WETICE | Towards Automated Penetration Testing for Cloud Applications. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano |
| 2017 | CISIS | A Security Metric Catalogue for Cloud Applications. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano |
| 2017 | CLOSER | An Automatic Tool for Benchmark Testing of Cloud Applications. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano |
| 2017 | WETICE | MUSA Deployer: Deployment of Multi-cloud Applications. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano, Erkuden Rios, Angel Rego, Giancarlo Capone |
| 2016 | AINA | 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 |
| 2016 | CISIS | 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 |
| 2016 | WETICE | Per-Service Security SLa: A New Model for Security Management in Clouds. | Valentina Casola, Alessandra De Benedictis, Jolanda Modic, Massimiliano Rak, Umberto Villano |
| 2015 | WETICE | REST-Based SLA Management for Cloud Applications. | Alessandra De Benedictis, Massimiliano Rak, Mauro Turtur, Umberto Villano |
| 2015 | SYNASC | SLA-Based Secure Cloud Application Development: The SPECS Framework. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano |
| 2014 | CLOSER | Preliminary Design of a Platform-as-a-Service to Provide Security in Cloud. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano |
| 2014 | WETICE | Cloud-Aware Development of Scientific Applications. | Alessandra De Benedictis, Massimiliano Rak, Mauro Turtur, Umberto Villano |
| 2014 | SYNASC | Early Prediction of the Cost of HPC Application Execution in the Cloud. | Massimiliano Rak, Mauro Turtur, Umberto Villano |
| 2013 | AINA | A Proposal of a Simulation-Based Approach for Service Level Agreement in Cloud. | Massimiliano Rak, Antonio Cuomo, Umberto Villano |
| 2013 | CloudCom | An SLA-Based Approach to Manage Sensor Networks as-a-Service. | Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Giuseppe Aversano, Umberto Villano |
| 2013 | CloudCom | Security as a Service Using an SLA-Based Approach via SPECS. | Massimiliano Rak, Neeraj Suri, Jesus Luna, Dana Petcu, Valentina Casola, Umberto Villano |
| 2013 | WETICE | Cost/Performance Evaluation for Cloud Applications Using Simulation. | Massimiliano Rak, Antonio Cuomo, Umberto Villano |
| 2012 | CISIS | mJADES: Concurrent Simulation in the Cloud. | Massimiliano Rak, Antonio Cuomo, Umberto Villano |
| 2012 | IDC | Simulation-Based Performance Evaluation of Cloud Applications. | Antonio Cuomo, Massimiliano Rak, Umberto Villano |
| 2012 | WETICE | Cloud-Based Concurrent Simulation at Work: Fast Performance Prediction of Parallel Programs. | Massimiliano Rak, Antonio Cuomo, Umberto Villano |
| 2012 | SIMULTECH | Process-oriented Discrete-event Simulation in Java with Continuations - Quantitative Performance Evaluation. | Antonio Cuomo, Massimiliano Rak, Umberto Villano |
| 2011 | EuroPar | Enhancing an Autonomic Cloud Architecture with Mobile Agents. | Antonio Cuomo, Massimiliano Rak, Salvatore Venticinque, Umberto Villano |
| 2011 | WETICE | CHASE: An Autonomic Service Engine for Cloud Environments. | Massimiliano Rak, Antonio Cuomo, Umberto Villano |
| 2010 | CISIS | Autonomic Composite-service Architecture with MAWeS. | Emilio Pasquale Mancini, Massimiliano Rak, Umberto Villano |
| 2010 | EuroPar | 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 |
| 2010 | EuroPar | Cloud@Home: Performance Management Components. | Rocco Aversa, Dario Bruneo, Antonio Cuomo, Beniamino Di Martino, Salvatore Distefano, Antonio Puliafito, Massimiliano Rak, Salvatore Venticinque, Umberto Villano |
| 2010 | EuroPar | Security and Performance Trade-off in PerfCloud. | Valentina Casola, Antonio Cuomo, Massimiliano Rak, Umberto Villano |
| 2010 | WETICE | A Service for Virtual Cluster Performance Evaluation. | Massimiliano Rak, Antonio Cuomo, Umberto Villano |
| 2009 | WETICE | PerfCloud: GRID Services for Performance-Oriented Development of Cloud Computing Applications. | Emilio Pasquale Mancini, Massimiliano Rak, Umberto Villano |
| 2009 | WETICE | Performance Evaluation of Grid-Enabled Code: A Case Study. | Sonya Marcarelli, Emilio Pasquale Mancini, Umberto Villano |
| 2007 | ATC | Building Autonomic and Secure Service Oriented Architectures with MAWeS. | Valentina Casola, Emilio Pasquale Mancini, Nicola Mazzocca, Massimiliano Rak, Umberto Villano |
| 2007 | SecureComm | Optimizing secure Web Services with MAWeS: A case study. | Massimiliano Rak, Valentina Casola, Nicola Mazzocca, Emilio Pasquale Mancini, Umberto Villano |
| 2006 | AINA | Autonomic Web Service Development with MAWeS. | Emilio Mancini, Umberto Villano, Massimiliano Rak |
| 2006 | HPCC | Self-optimization of MPI Applications Within an Autonomic Framework. | Massimiliano Iannotta, Emilio Mancini, Massimiliano Rak, Umberto Villano |
| 2006 | ISPA | Computational Experience with Branch, Cut and Price Algorithms in Grid Environments. | Sonya Marcarelli, Emilio Pasquale Mancini, Umberto Villano |
| 2005 | HPCC | Self-optimizing MPI Applications: A Simulation-Based Approach. | Emilio Mancini, Massimiliano Rak, Roberto Torella, Umberto Villano |
| 2005 | ICPADS | A Simulation-Based Framework for Autonomic Web Services. | Emilio Mancini, Umberto Villano, Massimiliano Rak, Roberto Torella |
| 2005 | PDP | Performance-Driven Development of a Web Services Application using MetaPL/HeSSE. | Emilio Mancini, Umberto Villano, Nicola Mazzocca, Massimiliano Rak, Roberto Torella |
| 2003 | PDP | Performance Modeling of Scientific Applications: Scalability Analysis of LAPW0. | Thomas Fahringer, Nicola Mazzocca, Massimiliano Rak, Sabri Pllana, Umberto Villano, Georg Madsen |
| 2003 | SCAM | XOgastan: XML-Oriented gcc AST Analysis and Transformations. | Giuliano Antoniol, Massimiliano Di Penta, Gianluca Masone, Umberto Villano |
| 2001 | PACT | MetaPL: A Notation System for Parallel Program Description and Performance Analysis. | Nicola Mazzocca, Massimiliano Rak, Umberto Villano |
| 2001 | SCAM | Identifying Clones in the Linux Kernel. | Giuliano Antoniol, Umberto Villano, Massimiliano Di Penta, Gerardo Casazza, Ettore Merlo |
| 2000 | PDP | A performance simulation technique for distributed programs: application to an SOR iterative solver. | Rocco Aversa, Beniamino Di Martino, Nicola Mazzocca, Umberto Villano |
| 1999 | PACT | Analytical Modelling of Parallel Application in Heterogeneous Computing Environments: A Study of Cholesky Factorization. | Rocco Aversa, Nicola Mazzocca, Umberto Villano |
| 1997 | PDP | On the evaluation of efficiency in heterogeneous distributed systems. | Antonino Mazzeo, Nicola Mazzocca, Umberto Villano |
| 1995 | PDPTA | The Use of Simulation for Software Development in Heterogeneous Computing Environments. | Rocco Aversa, Antonino Mazzeo, Nicola Mazzocca, Umberto Villano |