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ORCIDUmberto Villano
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- affiliation: Università degli Studi del Sannio, Italy
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2020 – today
- 2024
[j50]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): 1957-1969 (2024)- [j49]Marta Catillo, Antonio Pecchia, Umberto Villano:
Successful intrusion detection with a single deep autoencoder: theory and practice. Softw. Qual. J. 32(1): 95-123 (2024) - [c89]Marta Catillo
, Antonio Pecchia, Antonio Repola, Umberto Villano:
Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection. ARES 2024: 113:1-113:8 - [c88]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: 79-88 - 2023
- [j48]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: 103210 (2023) - [j47]Marta Catillo, Umberto Villano, Massimiliano Rak:
A survey on auto-scaling: how to exploit cloud elasticity. Int. J. Grid Util. Comput. 14(1): 37-50 (2023) - [c87]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: 74:1-74:8 - [c86]Marta Catillo, Antonio Pecchia, Umberto Villano:
Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. CloudCom 2023: 208-215 - [c85]Marta Catillo, Antonio Pecchia, Umberto Villano:
Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? DSN-S 2023: 132-136 - 2022
- [j46]Marta Catillo, Antonio Pecchia, Umberto Villano:
AutoLog: Anomaly detection by deep autoencoding of system logs. Expert Syst. Appl. 191: 116263 (2022) - [j45]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: 103363 (2022) - [j44]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): 955-981 (2022) - [c84]Marta Catillo, Antonio Pecchia, Umberto Villano:
Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding. ARES 2022: 90:1-90:7 - [c83]Marta Catillo, Antonio Pecchia, Umberto Villano:
Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. QUATIC 2022: 223-238 - 2021
- [j43]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: 102341 (2021) - [j42]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): 139-148 (2021) - [c82]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: 1-6 - [c81]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: 196-209 - [c80]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: 253-266 - 2020
- [j41]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): 267-277 (2020) - [j40]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: 110537 (2020) - [c79]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: 6:1-6:10 - [c78]Marta Catillo, Massimiliano Rak, Umberto Villano:
2L-ZED-IDS: A Two-Level Anomaly Detector for Multiple Attack Classes. AINA Workshops 2020: 687-696 - [c77]Marta Catillo, Antonio Pecchia, Umberto Villano:
Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server. ICTSS 2020: 121-134 - [c76]Marta Catillo, Antonio Pecchia, Umberto Villano:
Towards a Framework for Improving Experiments on DoS Attacks. QUATIC 2020: 303-316 - [c75]Marta Catillo, Luciano Ocone, Massimiliano Rak, Umberto Villano:
Auto-scaling Applications in the Cloud by Simple Indexes with Complex Loads. WETICE 2020: 76-81
2010 – 2019
- 2019
- [j39]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): 639-653 (2019) - [j38]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) - [j37]Marta Catillo, Massimiliano Rak, Umberto Villano:
Discovery of DoS attacks by the ZED-IDS anomaly detector. J. High Speed Networks 25(4): 349-365 (2019) - [c74]Marta Catillo, Massimiliano Rak, Umberto Villano:
Auto-scaling in the Cloud: Current Status and Perspectives. 3PGCIC 2019: 616-625 - [c73]Valentina Casola, Alessandra De Benedictis, Umberto Villano:
Enabling Technologies: Infrastructure for Collaborative Enterprises Editorial for WETICE 2019 Conference. WETICE 2019: 14-15 - [c72]Luciano Ocone, Massimiliano Rak, Umberto Villano:
Benchmark-Based Cost Analysis of Auto Scaling Web Applications in the Cloud. WETICE 2019: 98-103 - 2018
- [j36]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): 128-138 (2018) - [j35]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
Security-by-design in multi-cloud applications: An optimization approach. Inf. Sci. 454-455: 344-362 (2018) - [c71]Massimiliano Rak, Valentina Casola, Alessandra De Benedictis, Umberto Villano:
Automated Risk Analysis for IoT Systems. 3PGCIC 2018: 265-275 - [c70]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
A Security SLA-Driven Moving Target Defense Framework to Secure Cloud Applications. MTD@CCS 2018: 48-56 - [c69]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: 1002-1011 - [c68]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
Towards Automated Penetration Testing for Cloud Applications. WETICE 2018: 24-29 - 2017
- [j34]Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
SLAs for cloud applications: agreement protocol and REST-based implementation. Int. J. Grid Util. Comput. 8(2): 120-132 (2017) - [c67]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
A Security Metric Catalogue for Cloud Applications. CISIS 2017: 854-863 - [c66]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
An Automatic Tool for Benchmark Testing of Cloud Applications. CLOSER 2017: 701-708 - [c65]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano, Erkuden Rios, Angel Rego, Giancarlo Capone:
MUSA Deployer: Deployment of Multi-cloud Applications. WETICE 2017: 107-112 - 2016
- [j33]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): 130-140 (2016) - [j32]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
SLA-based Secure Cloud Application Development. Scalable Comput. Pract. Exp. 17(4): 271-284 (2016) - [c64]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: 159-164 - [c63]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: 549-554 - [c62]Alessandra De Benedictis, Valentina Casola, Massimiliano Rak, Umberto Villano:
Cloud Security: From Per-Provider to Per-Service Security SLAs. INCoS 2016: 469-474 - [c61]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: 83-88 - 2015
- [j31]Antonio Cuomo, Massimiliano Rak, Umberto Villano:
Planting parallel program simulation on the cloud. Concurr. Comput. Pract. Exp. 27(6): 1467-1482 (2015) - [j30]Massimiliano Rak, Antonio Cuomo, Umberto Villano, Giuseppe Aversano:
Prediction of cost and performance of cloud applications. Int. J. Cloud Comput. 4(1): 28-46 (2015) - [j29]Antonio Cuomo, Massimiliano Rak, Umberto Villano:
Performance prediction of cloud applications through benchmarking and simulation. Int. J. Comput. Sci. Eng. 11(1): 46-55 (2015) - [j28]Massimiliano Rak, Mauro Turtur, Umberto Villano:
Early Prediction of the Cost of Cloud Usage for HPC Applications. Scalable Comput. Pract. Exp. 16(3): 303-320 (2015) - [c60]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
DoS Protection in the Cloud through the SPECS Services. 3PGCIC 2015: 677-682 - [c59]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
SLA-Based Secure Cloud Application Development: The SPECS Framework. SYNASC 2015: 337-344 - [c58]Alessandra De Benedictis, Massimiliano Rak, Mauro Turtur, Umberto Villano:
REST-Based SLA Management for Cloud Applications. WETICE 2015: 93-98 - 2014
- [j27]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): 114-127 (2014) - [j26]Antonio Cuomo, Antonella Santone, Umberto Villano:
CD-Form: A clone detector based on formal methods. Sci. Comput. Program. 95: 390-405 (2014) - [c57]Valentina Casola, Alessandra De Benedictis, Massimiliano Rak, Umberto Villano:
Preliminary Design of a Platform-as-a-Service to Provide Security in Cloud. CLOSER 2014: 752-757 - [c56]Massimiliano Rak, Mauro Turtur, Umberto Villano, Luigi Pino:
A Portable Tool for Running MPI Applications in the Cloud. INCoS 2014: 10-17 - [c55]Massimiliano Rak, Mauro Turtur, Umberto Villano:
Early Prediction of the Cost of HPC Application Execution in the Cloud. SYNASC 2014: 409-416 - [c54]Alessandra De Benedictis, Massimiliano Rak, Mauro Turtur, Umberto Villano:
Cloud-Aware Development of Scientific Applications. WETICE 2014: 149-154 - 2013
- [j25]Valentina Casola, Antonio Cuomo, Massimiliano Rak, Umberto Villano:
The CloudGrid approach: Security analysis and performance evaluation. Future Gener. Comput. Syst. 29(1): 387-401 (2013) - [j24]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): 1-25 (2013) - [j23]Antonio Cuomo, Massimiliano Rak, Umberto Villano:
Concurrent simulation in the cloud with the mJADES framework. Int. J. Simul. Process. Model. 8(4): 212-226 (2013) - [j22]Giuseppe Aversano, Massimiliano Rak, Umberto Villano:
The mOSAIC Benchmarking Framework: Development and Execution of Custom Cloud Benchmarks. Scalable Comput. Pract. Exp. 14(1) (2013) - [c53]Massimiliano Rak, Antonio Cuomo, Umberto Villano:
A Proposal of a Simulation-Based Approach for Service Level Agreement in Cloud. AINA Workshops 2013: 1235-1240 - [c52]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: 1-6 - [c51]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: 191-197 - [c50]Massimiliano Rak, Antonio Cuomo, Umberto Villano:
Cost/Performance Evaluation for Cloud Applications Using Simulation. WETICE 2013: 152-157 - 2012
- [c49]Antonio Cuomo, Franco Frattolillo, Federica Landolfi, Umberto Villano:
A simple and secure watermarking protocol. CASoN 2012: 206-211 - [c48]Massimiliano Rak, Antonio Cuomo, Umberto Villano:
mJADES: Concurrent Simulation in the Cloud. CISIS 2012: 853-860 - [c47]Antonio Cuomo, Massimiliano Rak, Umberto Villano:
Simulation-Based Performance Evaluation of Cloud Applications. IDC 2012: 263-269 - [c46]Antonio Cuomo, Antonella Santone, Umberto Villano:
A novel approach based on formal methods for clone detection. IWSC 2012: 8-14 - [c45]Antonio Cuomo, Massimiliano Rak, Umberto Villano:
Process-oriented Discrete-event Simulation in Java with Continuations - Quantitative Performance Evaluation. SIMULTECH 2012: 87-96 - [c44]Massimiliano Rak, Antonio Cuomo, Umberto Villano:
Cloud-Based Concurrent Simulation at Work: Fast Performance Prediction of Parallel Programs. WETICE 2012: 137-142 - 2011
- [c43]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: 190-197 - [c42]Antonio Cuomo, Massimiliano Rak, Salvatore Venticinque, Umberto Villano:
Enhancing an Autonomic Cloud Architecture with Mobile Agents. Euro-Par Workshops (1) 2011: 94-103 - [c41]Massimiliano Rak, Antonio Cuomo, Umberto Villano:
CHASE: An Autonomic Service Engine for Cloud Environments. WETICE 2011: 116-121 - [p1]Valentina Casola, Raffaele Lettiero, Massimiliano Rak, Umberto Villano:
Access Control in Cloud-on-Grid Systems: The PerfCloud Case Study. Computers, Privacy and Data Protection 2011: 427-444 - 2010
- [c40]Valentina Casola, Massimiliano Rak, Umberto Villano:
Identity federation in cloud computing. IAS 2010: 253-259 - [c39]Emilio Pasquale Mancini, Massimiliano Rak, Umberto Villano:
Autonomic Composite-service Architecture with MAWeS. CISIS 2010: 1050-1056 - [c38]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: 555-562 - [c37]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: 579-586 - [c36]Valentina Casola, Antonio Cuomo, Massimiliano Rak, Umberto Villano:
Security and Performance Trade-off in PerfCloud. Euro-Par Workshops 2010: 633-640 - [c35]Massimiliano Rak, Antonio Cuomo, Umberto Villano:
A Service for Virtual Cluster Performance Evaluation. WETICE 2010: 249-251
2000 – 2009
- 2009
- [c34]Valentina Casola, Massimiliano Rak, Umberto Villano:
PerfCloud: Performance-Oriented Integration of Cloud and GRID. CloudComp 2009: 93-102 - [c33]Sonya Marcarelli, Emilio Pasquale Mancini, Umberto Villano:
Performance Evaluation of Grid-Enabled Code: A Case Study. WETICE 2009: 195-200 - [c32]Emilio Pasquale Mancini, Massimiliano Rak, Umberto Villano:
PerfCloud: GRID Services for Performance-Oriented Development of Cloud Computing Applications. WETICE 2009: 201-206 - 2008
- [j21]Valentina Casola, Emilio Pasquale Mancini, Nicola Mazzocca, Massimiliano Rak, Umberto Villano:
Self-optimization of secure web services. Comput. Commun. 31(18): 4312-4323 (2008) - [j20]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): 133-141 (2008) - [j19]Emilio Pasquale Mancini, Umberto Villano, Massimiliano Rak, Francesco Moscato:
Simulation-based optimization of multiple-task GRID applications. Future Gener. Comput. Syst. 24(6): 594-604 (2008) - 2007
- [j18]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): 1549-1562 (2007) - [c31]Valentina Casola, Emilio Pasquale Mancini, Nicola Mazzocca, Massimiliano Rak, Umberto Villano:
Building Autonomic and Secure Service Oriented Architectures with MAWeS. ATC 2007: 82-93 - [c30]Massimiliano Rak, Valentina Casola, Nicola Mazzocca, Emilio Pasquale Mancini, Umberto Villano:
Optimizing secure Web Services with MAWeS: A case study. SecureComm 2007: 144-153 - 2006
- [c29]Emilio Mancini, Umberto Villano, Massimiliano Rak:
Autonomic Web Service Development with MAWeS. AINA (2) 2006: 504-508 - [c28]Massimiliano Iannotta, Emilio Mancini, Massimiliano Rak, Umberto Villano:
Self-optimization of MPI Applications Within an Autonomic Framework. HPCC 2006: 210-219 - [c27]Sonya Marcarelli, Emilio Pasquale Mancini, Umberto Villano:
Computational Experience with Branch, Cut and Price Algorithms in Grid Environments. ISPA Workshops 2006: 125-134 - [c26]Emilio Pasquale Mancini, Massimiliano Rak, Salvatore Venticinque, Umberto Villano:
Mobile Agents Self-optimization with MAWeS. PARA 2006: 1158-1167 - 2005
- [j17]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): 1013-1033 (2005) - [c25]Emilio Mancini, Massimiliano Rak, Roberto Torella, Umberto Villano:
Self-optimizing MPI Applications: A Simulation-Based Approach. HPCC 2005: 143-155 - [c24]Emilio Mancini, Umberto Villano, Massimiliano Rak, Roberto Torella:
A Simulation-Based Framework for Autonomic Web Services. ICPADS (2) 2005: 433-437 - [c23]Emilio Mancini, Umberto Villano, Nicola Mazzocca, Massimiliano Rak, Roberto Torella:
Performance-Driven Development of a Web Services Application using MetaPL/HeSSE. PDP 2005: 12-19 - [c22]Emilio Mancini, Sonya Marcarelli, Pierluigi Ritrovato, Igor Vasil'ev, Umberto Villano:
A Grid-Aware Branch, Cut and Price Implementation. PVM/MPI 2005: 38-47 - 2004
- [j16]Giuliano Antoniol, Massimiliano Di Penta, Gianluca Masone, Umberto Villano:
Compiler Hacking for Source Code Analysis. Softw. Qual. J. 12(4): 383-406 (2004) - [c21]Emilio Mancini, Massimiliano Rak, Roberto Torella, Umberto Villano:
Performance Oriented Development and Tuning of GRID Applications. PARA 2004: 509-518 - [c20]Emilio Mancini, Massimiliano Rak, Roberto Torella, Umberto Villano:
A Performance-Oriented Technique for Hybrid Application Development. PVM/MPI 2004: 378-387 - 2003
- [j15]Rocco Aversa, Nicola Mazzocca, Umberto Villano:
A Case Study of Application Analytical Modeling in Heterogeneous Computing Environments: Cholesky Factorization in a NOW. J. Supercomput. 24(1): 5-24 (2003) - [c19]Rocco Aversa, Beniamino Di Martino, Massimiliano Rak, Salvatore Venticinque, Umberto Villano:
Performance Simulation of a Hybrid OpenMP/MPI Application with HeSSE. PARCO 2003: 803-810 - [c18]Thomas Fahringer, Nicola Mazzocca, Massimiliano Rak, Sabri Pllana, Umberto Villano, Georg Madsen:
Performance Modeling of Scientific Applications: Scalability Analysis of LAPW0. PDP 2003: 5-12 - [c17]Emilio Mancini, Massimiliano Rak, Roberto Torella, Umberto Villano:
Off-Line Performance Prediction of Message-Passing Applications on Cluster Systems. PVM/MPI 2003: 45-54 - [c16]Giuliano Antoniol, Massimiliano Di Penta, Gianluca Masone, Umberto Villano:
XOgastan: XML-Oriented gcc AST Analysis and Transformations. SCAM 2003: 173-182 - [c15]