Foto del docente

Michele Colajanni

Full Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

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 [Scientific article]Open Access

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, Article number: 9226405 , pp. 1975 - 1987 [Scientific article]Open Access

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 [Scientific article]Open Access

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) [Contribution to conference proceedings]

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 [Scientific article]Open Access

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 [Scientific article]Open Access

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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 [Scientific article]

Ferretti, Luca; Marchetti, Mirco; Andreolini, Mauro; Colajanni, Michele, A symmetric cryptographic scheme for data integrity verification in cloud databases, «INFORMATION SCIENCES», 2018, 422, pp. 497 - 515 [Scientific article]

Cantelli-Forti A.; Colajanni M., Adversarial fingerprinting of cyber attacks based on stateful honeypots, in: Proceedings - 2018 International Conference on Computational Science and Computational Intelligence, CSCI 2018, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 19 - 24 (atti di: 2018 International Conference on Computational Science and Computational Intelligence, CSCI 2018, usa, 2018) [Contribution to conference proceedings]

Burzio G.; Cordella G. F.; Colajanni M.; Marchetti M.; Stabili D., Cybersecurity of Connected Autonomous Vehicles : A ranking based approach, in: 2018 International Conference of Electrical and Electronic Technologies for Automotive, AUTOMOTIVE 2018, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 6 (atti di: 2018 International Conference of Electrical and Electronic Technologies for Automotive, AUTOMOTIVE 2018, Politecnico di Milano, Bovisa Campus, ita, 2018) [Contribution to conference proceedings]

Apruzzese G.; Colajanni M., Evading botnet detectors based on flows and random forest with adversarial samples, in: NCA 2018 - 2018 IEEE 17th International Symposium on Network Computing and Applications, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 8 (atti di: 17th IEEE International Symposium on Network Computing and Applications, NCA 2018, usa, 2018) [Contribution to conference proceedings]