Foto del docente

Michele Colajanni

Professore Ordinario

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

Venturi A.; Apruzzese G.; Andreolini M.; Colajanni M.; Marchetti M., DReLAB - Deep REinforcement Learning Adversarial Botnet: A benchmark dataset for adversarial attacks against botnet Intrusion Detection Systems, «DATA IN BRIEF», 2021, 34, pp. 1 - 12 [articolo]Open Access

Pierazzi F.; Cristalli S.; Bruschi D.; Colajanni M.; Marchetti M., Glyph: Efficient ML-Based Detection of Heap Spraying Attacks, «IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY», 2021, 16, pp. 740 - 755 [articolo]

Faenza, Francesco; Canali, Claudia; Colajanni, Michele; Carbonaro, Antonella, The Digital Girls Response to Pandemic: Impacts of in Presence and Online Extracurricular Activities on Girls Future Academic Choices, «EDUCATION SCIENCES», 2021, 11, pp. 715 - 729 [articolo]

Fabio Pierazzi; Ghita Mezzour; Qian Han; Michele Colajanni; VS Subrahmanian, A Data-driven Characterization of Modern Android Spyware, «ACM TRANSACTIONS ON MANAGEMENT INFORMATION SYSTEMS», 2020, 11, pp. 1 - 38 [articolo]

Andreolini M.; Colacino V. G.; Colajanni M.; Marchetti M., A Framework for the Evaluation of Trainee Performance in Cyber Range Exercises, «MOBILE NETWORKS AND APPLICATIONS», 2020, 25, pp. 236 - 247 [articolo]

Apruzzese G.; Andreolini M.; Marchetti M.; Venturi A.; Colajanni M., Deep Reinforcement Adversarial Learning against Botnet Evasion Attacks, «IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT», 2020, 17, pp. 1975 - 1987 [articolo]

APRUZZESE, GIOVANNI; Pierazzi, Fabio; Colajanni, Michele; Marchetti, Mirco, Detection and Threat Prioritization of Pivoting Attacks in Large Networks, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2020, 8, pp. 404 - 415 [articolo]

Cantelli-Forti A.; Colajanni M., Digital Forensics in Vessel Transportation Systems, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, 2020, 12056, pp. 354 - 362 (atti di: 12th International Symposium on Foundations and Practice of Security, FPS 2019, fra, 2019) [Contributo in Atti di convegno]

Apruzzese G.; Andreolini M.; Colajanni M.; Marchetti M., Hardening Random Forest Cyber Detectors Against Adversarial Attacks, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE», 2020, 4, pp. 427 - 439 [articolo]

Tsvika Dagan; Yuval Montvelisky; Mirco Marchetti; Dario Stabili; Michele Colajanni; Avishai Wool, Vehicle Safe-Mode, Concept to Practice Limp-Mode in the Service of Cybersecurity, «SAE INTERNATIONAL JOURNAL OF TRANSPORTATION CYBERSECURITY AND PRIVACY», 2020, 3, pp. 19 - 39 [articolo]

APRUZZESE, GIOVANNI; Colajanni M.; FERRETTI, LUCA; Marchetti M., Addressing Adversarial Attacks Against Security Systems Based on Machine Learning, in: International Conference on Cyber Conflict, CYCON, NATO CCD COE Publications, 2019, 2019-, pp. 1 - 18 (atti di: 11th International Conference on Cyber Conflict: Silent Battle, CyCon 2019, est, 2019) [Contributo in Atti di convegno]

Ferretti L.; Longo F.; Colajanni M.; Merlino G.; Tapas N., Authorization transparency for accountable access to IoT services, in: Proceedings - 2019 IEEE International Congress on Internet of Things, ICIOT 2019 - Part of the 2019 IEEE World Congress on Services, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 91 - 99 (atti di: 4th IEEE International Congress on Internet of Things, ICIOT 2019, ita, 2019) [Contributo in Atti di convegno]

Magnanini, Federico; Ferretti, Luca; Colajanni, Michele, Efficient License Management Based on Smart Contracts Between Software Vendors and Service Providers, in: 2019 IEEE 18th International Symposium on Network Computing and Applications (NCA), 2019, pp. 1 - 6 (atti di: 2019 IEEE 18th International Symposium on Network Computing and Applications (NCA), Cambridge, MA, USA, 26-28 Sept. 2019) [Contributo in Atti di convegno]

Giovanni Apruzzese; Michele Colajanni; Mirco Marchetti, Evaluating the effectiveness of Adversarial Attacks against Botnet Detectors, in: PRoc. of the 2019 IEEE 18th International Symposium on Network Computing and Applications, IEEE, 2019, pp. 40 - 47 (atti di: 2019 IEEE 18th International Symposium on Network Computing and Applications, NCA 2019, Cambridge, MA, USA, 26-28 Settembre 2019) [Contributo in Atti di convegno]

Ferretti L.; Marchetti M.; Colajanni M., Fog-based secure communications for low-power IoT devices, «ACM TRANSACTIONS ON INTERNET TECHNOLOGY», 2019, 19, pp. 1 - 21 [articolo]

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