
Ph.D. in Ingegneria Informatica E Dei Sistemi , 31st cycle (2015-2018)
Ph.D. obtained in 2019
Dissertation:
Machine Learning and other Computational-Intelligence Techniques for Security Applications (Abstract)
Tutors:
Giovanni SquilleroTeaching
Teachings
Bachelor of Science
- Tecniche di programmazione. A.A. 2015/16, INGEGNERIA GESTIONALE. Collaboratore del corso
- Tecniche di programmazione. A.A. 2017/18, INGEGNERIA GESTIONALE. Collaboratore del corso
- Tecniche di programmazione. A.A. 2016/17, INGEGNERIA GESTIONALE. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Marcelli, Andrea (2019)
Machine Learning and other Computational-Intelligence Techniques for Security Applications. relatore: SQUILLERO, GIOVANNI; , 31. XXXI Ciclo, P.: 113
Doctoral Thesis - Marcelli, Andrea; Sanchez, Ernesto; Squillero, Giovanni; Jamal, Muhammad Usman; Imtiaz, ... (2018)
Defeating hardware Trojan in microprocessor cores through software obfuscation. In: IEEE 19th Latin-American Test Symposium (LATS), 2018, pp. 1-6. ISBN: 978-1-5386-1472-3
Contributo in Atti di Convegno (Proceeding) - Atzeni, Andrea; Díaz, Fernando; Marcelli, Andrea; Sánchez, Antonio; Squillero, Giovanni; ... (2018)
Countering Android Malware: a Scalable Semi-Supervised Approach for Family-Signature Generation. In: IEEE ACCESS, pp. 59540-59556. ISSN 2169-3536
Contributo su Rivista - Corno, Fulvio; DE RUSSIS, Luigi; Marcelli, Andrea; Montanaro, Teodoro (2018)
An Unsupervised and Non-Invasive Model for Predicting Network Resource Demands. In: IEEE INTERNET OF THINGS JOURNAL, vol. 5, pp. 4342-4350. ISSN 2327-4662
Contributo su Rivista - Bucur, Doina; Iacca, Giovanni; Marcelli, Andrea; Squillero, Giovanni; Tonda, Alberto (2018)
Improving Multi-objective Evolutionary Influence Maximization in Social Networks. In: 21st International Conference on Applications of Evolutionary Computation, EvoApplications 2018, ita, 2018, pp. 117-124. ISBN: 9783319775371
Contributo in Atti di Convegno (Proceeding) - Bucur, Doina; Iacca, Giovanni; Marcelli, Andrea; Squillero, Giovanni; Tonda, Alberto (2018)
Evaluating surrogate models for multi-objective influence maximization in social networks. In: 2018 Genetic and Evolutionary Computation Conference, GECCO 2018, jpn, 2018, pp. 1258-1265. ISBN: 9781450357647
Contributo in Atti di Convegno (Proceeding) - Marcelli, Andrea; Restifo, Marco; Sanchez, Ernesto; Squillero, Giovanni (2017)
An Evolutionary Approach to Hardware Encryption and Trojan-Horse Mitigation. In: Design, Automation and Test in Europe, DATE 2017, Laussane, Switzerland, 27-31 March 2017. ISBN: 978-1-5090-5826-6
Contributo in Atti di Convegno (Proceeding) - Bucur, Doina; Iacca, Giovanni; Marcelli, Andrea; Squillero, Giovanni; Tonda, Alberto (2017)
Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. In: European Conference on the Applications of Evolutionary Computation, Amsterdam, pp. 221-233. ISBN: 978-3-319-55848-6
Contributo in Atti di Convegno (Proceeding) - Marcelli, Andrea; Restifo, Marco; SANCHEZ SANCHEZ, EDGAR ERNESTO; Squillero, Giovanni (2017)
Defeating Hardware Trojan through Software Obfuscation. In: RESCUE 2017 - Workshop on Reliability, Security and Quality, Limassol, Cyprus, May 25-26, 2017
Contributo in Atti di Convegno (Proceeding) - Atzeni, Andrea; Marcelli, Andrea; Muroni, Francesco; Squillero, Giovanni (2017)
HAIT: Heap Analyzer with Input Tracing. In: SECRYPT 2017, Madrid, Spain, 24-26 Luglio 2017, pp. 327-334. ISBN: 978-989-758-259-2
Contributo in Atti di Convegno (Proceeding) - Gaudesi, Marco; Marcelli, Andrea; SANCHEZ SANCHEZ, EDGAR ERNESTO; Squillero, Giovanni; ... (2016)
Challenging Anti-virus Through Evolutionary Malware Obfuscation. In: Evostar 2016, Porto, Evostar 2016, pp. 149-162. ISBN: 978-3-319-31152-4
Contributo in Atti di Convegno (Proceeding) - Marco, Gaudesi; Marcelli, Andrea; SANCHEZ SANCHEZ, EDGAR ERNESTO; Squillero, Giovanni; ... (2015)
Malware Obfuscation through Evolutionary Packers. In: GECCO, pp. 757-758. ISBN: 9781450334884
Contributo in Atti di Convegno (Proceeding)