SILVIA COLABIANCHI

PhD Graduate

PhD program:: XXXV



Thesis title: HUMANS IN CYBER RESILIENCE: MANAGERIAL AND OPERATIONAL OPPORTUNITIES

The hyper-connected environment of today has resulted in a substantial boost in productivity, efficiency, and system integration, but it has also raised the number of possible threats. Organizations are increasingly reliant on data and information from their interconnected systems, making them exposed to a variety of cyber attacks. Cyber threats have an impact on the continuity of their company operations, the loss of confidential information, reputational harm, and possibly the safety of their employees. Cyber attacks have become more sophisticated, raising awareness of the importance of not limiting the design of cybersecurity practices to detection and protection phases, but of considering the ability to respond, recover, and thus withstand cyber incidents as fundamental from a cyber resilience perspective. This thesis is based on four comprehensive research objectives. First, the thesis sheds light on the definitions and topics related to cyber resilience and cyber security. These analyses set the groundwork and motivate the challenges addressed in the thesis. The second part of the thesis then focuses on the need to go beyond purely technical aspects when managing cyber security by integrating organizational and human aspects. The debate is developing as to which is the human role in cyber socio-technical systems. Specifically, the aim is to identify new managerial and operational opportunities to raise the positive role of humans in increasing the cyber resilience of the cyber socio-technical systems in which organizations operate today. The thesis maps the human factors involved in cybersecurity, identifying under what circumstances they can be a driver or a barrier to it, helping practitioners prioritize and achieve cyber resilience goals. Second, tools that can be used as external leverage to improve human integration with cyber socio-technical systems are presented. Outsourcing strategies for cybersecurity management are discussed. In addition, a reference architecture and taxonomy for intelligent digital assistants is developed and a proactive agent to support employees in managing cybersecurity issues is tested. In sum, this thesis adds both theoretical and practical contributions to the field of cyber resilience, focusing on managerial and operational opportunities. The thesis has a publication-based structure.

Research products

11573/1723944 - 2024 - Advancing Occupational Safety and Health training: a Safety-II integration of the ADDIE model for virtual reality
Bentivenga, Rosina; Bernabei, Margherita; Carli, Marco; Colabianchi, Silvia; Costantino, Francesco; Ferrarotti, Anna; Neri, Michael; Pietrafesa, Emma; Sorrentino And Sara Stabile, Edvige - 04b Atto di convegno in volume
conference: MIS4TEL: International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning (Salamanca; Spain)
book: Lecture Notes in Networks and Systems - ()

11573/1723949 - 2024 - Transforming Training With New Enabling Technologies: A Proposal To Verify The Efficacy Of Virtual Reality Tools In The Occupational Health And Safety Sector
Bentivenga, Rosina; Bernabei, Margherita; Carli, Marco; Colabianchi, Silvia; Costantino, Francesco; Ferrarotti, Anna; Neri, Michael; Pietrafesa, Emma; Sorrentino, Edvige; Stabile, Sara - 04b Atto di convegno in volume
conference: World Conference on Smart Trends in Systems, Security and Sustainability (WORLDS4 2024) (London; United Kingdom)
book: Lecture Notes in Networks and Systems - ()

11573/1723935 - 2024 - Enhancing Occupational Safety and Health Training: A Guideline for Virtual Reality Integration
Bernabei, Margherita; Colabianchi, Silvia; Carli, Marco; Costantino, Francesco; Ferrarotti, Anna; Neri, Michael; Stabile, Sara - 01a Articolo in rivista
paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 154349-154364 - issn: 2169-3536 - wos: (0) - scopus: (0)

11573/1725841 - 2024 - Raw Material Size Commonality Decision Tool: A Bi-Objective Integer Programming Model
Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco; De Santis, Marianna; Patria, Daniele - 13a Altro ministeriale

11573/1723938 - 2024 - Mapping the unseen: exploring in-space manufacturing and designing a research path for supply chain methodological advancements
Colabianchi, Silvia; Costantino, Francesco; D’Adamo, Idiano; Nonino, Fabio - 04b Atto di convegno in volume
conference: I-ESA 2024 – 12th International Conference on Interoperability for Enterprise Systems and Applications (Chania; Crete)
book: I-ESA 2024 – 12th International Conference on Interoperability for Enterprise Systems and Applications Proceedings - ()

11573/1718448 - 2024 - Assessment of a large language model based digital intelligent assistant in assembly manufacturing
Colabianchi, Silvia; Costantino, Francesco; Sabetta, Nicolo - 01a Articolo in rivista
paper: COMPUTERS IN INDUSTRY (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. - - issn: 0166-3615 - wos: WOS:001285944800001 (0) - scopus: 2-s2.0-85200112789 (0)

11573/1723951 - 2024 - Designing for circularity: characterizing circular, green, and sustainable products in the context of mass customization
Colabianchi, Silvia; Grosso, Chiara; Monzi, Claudia; Fraccascia, Luca; Nonino, Fabio - 04b Atto di convegno in volume
conference: 11th International Conference on Mass Customization and Personalization - MCP (Novi Sad; Serbia)
book: Proceedings of the 11th International Conference on Mass Customization and Personalization - MCP - ()

11573/1723952 - 2024 - Ergonomic training tool: a pose detection-based digitalization of ISO/TR 12295 and ISO 11228-1
Sabetta, Nicolò; Bernabei, Margherita; Colabianchi, Silvia; Colangelo, Davide; Costantino, Francesco - 04b Atto di convegno in volume
conference: 29th Summer School Francesco Turco, 2024 (Otranto; Italy)
book: Proceedings of the Summer School Francesco Turco - ()

11573/1693741 - 2023 - A MULTI-LAYER ATTACK MODEL INTEGRATING HUMAN FACTORS IN DELIVERING CYBERSECURITY
Annarelli, Alessandro; Bonomi, Silvia; Colabianchi, Silvia; Nonino, Fabio; Palombi, Giulia; Pompei, Alessandro; Querzoni, Leonardo - 01a Articolo in rivista
paper: STRATEGIC LEADERSHIP JOURNAL (Roma: Centro alti studi per la difesa) pp. 141-153 - issn: 2975-0148 - wos: (0) - scopus: (0)

11573/1690530 - 2023 - Students’ use of large language models in engineering education: A case study on technology acceptance, perceptions, efficacy, and detection chances
Bernabei, Margherita; Colabianchi, Silvia; Falegnami, Andrea; Costantino, Francesco - 01a Articolo in rivista
paper: COMPUTERS AND EDUCATION. ARTIFICIAL INTELLIGENCE (Oxford: Elsevier Ltd.) pp. - - issn: 2666-920X - wos: (0) - scopus: 2-s2.0-85173847244 (39)

11573/1701888 - 2023 - Advancing Spoken Dialog Systems for Manufacturing: From Conceptual Architecture and Taxonomy to Real Case Applications and Future Directions
Colabianchi, S. - 04b Atto di convegno in volume
conference: 19th Annual Meeting of the Young Researchers' Roundtable on Spoken Dialogue Systems, YRRSDS 2023 (Prague; Czech Republic)
book: Proceedings of the 19th Annual Meeting of the Young Reseachers' Roundtable on Spoken Dialogue Systems - (978-1-952148-25-5)

11573/1710478 - 2023 - Detecting dangerous behaviours and promoting safety in manufacturing using computer vision
Colabianchi, S.; Bernabei, M.; Costantino, F. - 04c Atto di convegno in rivista
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85193756965 (0)
conference: 28th Summer School Francesco Turco, 2023 (Genoa; Italy)

11573/1701181 - 2023 - MARLIN Method: Enhancing Warehouse Resilience in Response to Disruptions
Colabianchi, S.; Bernabei, M.; Costantino, F.; Romano, E.; Falegnami, A. - 01a Articolo in rivista
paper: LOGISTICS (MDPI AG, Basel, Switzerland) pp. - - issn: 2305-6290 - wos: WOS:001130890400001 (1) - scopus: 2-s2.0-85180720153 (1)

11573/1711081 - 2023 - Organizational learning for cybersecurity
Colabianchi, S.; Costantino, F.; Nonino, F.; Palombi, G. - 04b Atto di convegno in volume
conference: International Forum on Knowledge Asset Dynamics – Managing Knowledge for Sustainability (Matera)
book: Proceedings of 18th International Forum on Knowledge Asset Dynamics – Managing Knowledge for Sustainability - (978-88-96687-16-1)

11573/1689562 - 2023 - Human-technology integration with industrial conversational agents: A conceptual architecture and a taxonomy for manufacturing
Colabianchi, S.; Tedeschi, A.; Costantino, F. - 01a Articolo in rivista
paper: JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION (Amsterdam : Elsevier B.V.) pp. - - issn: 2452-414X - wos: WOS:001073934200001 (4) - scopus: 2-s2.0-85170406260 (13)

11573/1681863 - 2022 - The Effectiveness of Outsourcing Cybersecurity Practices: A Study of the Italian Context
Annarelli, A.; Colabianchi, S.; Nonino, F.; Palombi, G. - 04b Atto di convegno in volume
conference: 6th Future Technologies Conference, FTC 2021 (Virtual, Online)
book: Proceedings of the Future Technologies Conference (FTC) 2021 - (978-3-030-89911-0; 978-3-030-89912-7)

11573/1664079 - 2022 - Natural Language Processing applications in manufacturing: a systematic literature review
Bernabei, M.; Colabianchi, S.; Costantino, F. - 04c Atto di convegno in rivista
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85142843362 (1)
conference: 27th Summer School Francesco Turco, 2022 (Genova)

11573/1659686 - 2022 - Actions and strategies for coronavirus to ensure supply chain resilience: a systemic review
Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco - 01a Articolo in rivista
paper: SUSTAINABILITY (Basel : MDPI) pp. - - issn: 2071-1050 - wos: WOS:000875151500001 (2) - scopus: 2-s2.0-85140743359 (7)

11573/1617182 - 2022 - Warehouse resilience framework for the Covid-19 disruption
Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco; Falegnami, Andrea - 04b Atto di convegno in volume
conference: 22nd International Working Seminar on Production Economics (Virtual, Online)
book: Proceedings of 22nd International Working Seminar on Production Economics - ()

11573/1664077 - 2022 - Chatbot for training and assisting operators in inspecting containers in seaports
Colabianchi, Silvia; Bernabei, Margherita; Costantino, Francesco - 04c Atto di convegno in rivista
paper: TRANSPORTATION RESEARCH PROCEDIA (Amsterdam: Elsevier) pp. 6-13 - issn: 2352-1457 - wos: (0) - scopus: 2-s2.0-85144313803 (12)
conference: International scientific conference 'The Science and Development of Transport - Znanost i razvitak prometa', ZIRP 2022 (Sibenik)

11573/1667963 - 2022 - Yet Another Warehouse KPI’s Collection
Falegnami, A.; Bernabei, M.; Colabianchi, S.; Tronci, M. - 04c Atto di convegno in rivista
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85142841341 (2)
conference: 27th Summer School Francesco Turco, 2022 (Genova)

11573/1605538 - 2022 - Clustering application for condition-based maintenance in time-varying processes: a review using latent dirichlet allocation
Quatrini, E.; Colabianchi, S.; Costantino, F.; Tronci, M. - 01a Articolo in rivista
paper: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-18 - issn: 2076-3417 - wos: WOS:000757276200001 (7) - scopus: 2-s2.0-85122861720 (9)

11573/1616776 - 2021 - Using Natural Language Processing to uncover main topics in defect recognition literature
Bernabei, M.; Colabianchi, S.; Costantino, F.; Patriarca, R. - 04c Atto di convegno in rivista
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85124648578 (2)
conference: 26th Summer School Francesco Turco, 2021 (Virtual, Online)

11573/1565580 - 2021 - Discussing resilience in the context of cyber physical systems
Colabianchi, S.; Costantino, F.; Di Gravio, G.; Nonino, F.; Patriarca, R. - 01a Articolo in rivista
paper: COMPUTERS & INDUSTRIAL ENGINEERING (-Kidlington Oxford,United Kingdom: Elsevier Science Limited -New York: Pergamon) pp. 1-18 - issn: 0360-8352 - wos: WOS:000745779600008 (24) - scopus: 2-s2.0-85111534673 (35)

11573/1489718 - 2020 - A predictive maintenance model for an industrial fan in a cement plant
Colabianchi, Silvia; Costantino, Francesco; Genito, Cristian; Iannucci, Massimiliano; Quatrini, Elena - 04c Atto di convegno in rivista
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. 1-7 - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85108120335 (0)
conference: 25th Summer School Francesco Turco (Bergamo, Italy)

11573/1492089 - 2020 - Machine learning models to predict components decay in a naval propulsion system
Quatrini, E.; Colabianchi, S.; Costantino, F.; Tronci, M. - 04c Atto di convegno in rivista
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85108099476 (0)
conference: 25th Summer School Francesco Turco (Bergamo, Italy)

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