Francesco Flammini

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Francesco Flammini har en doktorsexamen i datateknik (2006) från universitetet i Neapel Federico II, Italien. Han har varit adjungerad professor i cybersäkerhet vid University of Maryland University College Europe, inom datavetenskap och programvaruteknik vid universitetet i Neapel (Italien). Francesco har även varit en gästlärare på masterprogrammet för Homeland Security vid universitetet Campus Biomedico of Rome (Italien) och på masterprogrammet i teknik och säkerhet vid universitetet i Girona (Spanien).
Francesco Flammini har också erfarenhet från arbete inom industrin då han arbetat i 15 år i privata och offentliga företag, främst Ansaldo STS (Hitachi-gruppen) och IPZS (Italian State Mint and Polygraphic), där han arbetat med stora projekt med fokus på kritiskt infrastrukturskydd och transportsäkerhet. Han är en certifierad DGSA (Dangerous Goods Safety Advisor) och en EU-expertutvärderare för INEA (Innovation & Networks Executive Agency).
Erfarenheten av att arbeta på internationell nivå tar Francesco Flammini med sig till Linnéuniversitetet då han har lett delprojekt och arbetat i EU-finansierade forskningsprojekt, bland annat PilotSHIELD och NewSHIELD (Artemis JU), om säkerhet, integritet och pålitlighet för kritiska inbyggda system. Han är en ledande medlem av IEEE och ordförande för IEEE SMC: s tekniska kommitté för Homeland Security. Han har tillsammans med andra författat mer än 80 vetenskapliga publikationer och han har fungerat som ordförande, talare och programkommittémedlem för flera internationella konferenser. Francesco har också som inbjuden gäst redigerat böcker och tidskrifter, som: LNCS-bokserier, "Software Tools for Technology Transfer" (Springer); "Reliability Engineering & System Safety", "Science of Computer Programming" (Elsevier). Han är också delaktig i arbetet om industriell datorsystems tillförlitlighet, säkerhet (EWICS TC7), ERCIM-arbetsgruppen för formella metoder för industriella kritiska system (FMICS) och av ESRA TC om operativ säkerhet i Interconnected Critical Infrastructures.

Mina forskargrupper

Mina pågående forskningsprojekt

Projekt: Roadmaps for AI integration in the rail sector (RAILS) Det övergripande syftet med forskningsprojektet RAILS är att undersöka potentialen för artificiell intelligens (AI) inom järnvägssektorn…

Publikationer

Artikel i tidskrift (Refereegranskat)

Besinovic, N., De Donato, L., Flammini, F., Goverde, R.M.P., Lin, Z., et al. (2022). Artificial Intelligence in Railway Transport : Taxonomy, Regulations, and Applications. IEEE transactions on intelligent transportation systems (Print). 23 (9). 14011-14024.
Status: Publicerad
Rajabi, S., Saman Azari, M., Santini, S., Flammini, F. (2022). Fault diagnosis in industrial rotating equipment based on permutation entropy, signal processing and multi-output neuro-fuzzy classifier. Expert systems with applications. 206.
Status: Publicerad
Singh, P., Saman Azari, M., Vitale, F., Flammini, F., Mazzocca, N., et al. (2022). Using log analytics and process mining to enable self-healing in the Internet of Things. Environment Systems and Decisions. 42 (2). 234-250.
Status: Publicerad
Donato, L.D., Flammini, F., Marrone, S., Mazzariello, C., Nardone, R., et al. (2022). A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance. IEEE Access. 10. 65376-65400.
Status: Publicerad
Flammini, F., Marrone, S., Nardone, R., Vittorini, V. (2021). Compositional modeling of railway Virtual Coupling with Stochastic Activity Networks. Formal Aspects of Computing. 33. 989-1007.
Status: Publicerad
Weyns, D., Andersson, J., Caporuscio, M., Flammini, F., Kerren, A., et al. (2021). A Research Agenda for Smarter Cyber-Physical Systems. Journal of Integrated Design & Process Science. 25 (2). 27-47.
Status: Publicerad
Meo, C.D., Vaio, M.D., Flammini, F., Nardone, R., Santini, S., et al. (2020). ERTMS/ETCS Virtual Coupling : Proof of Concept and Numerical Analysis. IEEE transactions on intelligent transportation systems (Print). 21 (6). 2545-2556.
Status: Publicerad
Flammini, F., Marrone, S., Nardone, R., Caporuscio, M., D'angelo, M. (2020). Safety integrity through self-adaptation for multi-sensor event detection : Methodology and case-study. Future generations computer systems. 112. 965-981.
Status: Publicerad
Caporuscio, M., Flammini, F., Khakpour, N., Singh, P., Thornadtsson, J. (2020). Smart-troubleshooting connected devices : Concept, challenges and opportunities. Future generations computer systems. 111. 681-697.
Status: Publicerad
Tokody, D., Tor, M., Szücs, E., Flammini, F., Iantovics, L.B. (2018). On the Development of Intelligent Railway Information and Safety Systems : An Overview of Current Research. Interdisciplinary Description of Complex Systems. 16 (1). 176-185.
Status: Publicerad
Capano, B., Flammini, F. (2017). ICT in the era of Open Innovation. Mondo Digitale. 15 (69). 221-240.
Status: Publicerad
Aissani, D., Flammini, F. (2017). Editorial. International Journal of Critical Computer-Based Systems. 7 (1). 1-3.
Status: Publicerad
Delli Priscoli, F., Di Giorgio, A., Esposito, M., Fiaschetti, A., Flammini, F., et al. (2017). Ensuring cyber-security in smart railway surveillance with SHIELD. International Journal of Critical Computer-Based Systems. 7 (2). 138-170.
Status: Publicerad
Tokody, D., Flammini, F. (2017). The intelligent railway system theory : The European railway research perspectiveand the development of the European digital railway strategy. International Transportation. 69 (1). 38-40.
Status: Publicerad
Lang, F., Flammini, F. (2016). Preface to the special issue on Formal Methods for Industrial Critical Systems (FMICS'2014). Science of Computer Programming. 118. 1-2.
Status: Publicerad
Marrone, S., Rodríguez, R.J., Nardone, R., Flammini, F., Vittorini, V. (2015). On synergies of cyber and physical security modelling in vulnerability assessment of railway systems. Computers & electrical engineering. 47. 275-285.
Status: Publicerad
Marrone, S., Flammini, F., Mazzocca, N., Nardone, R., Vittorini, V. (2014). Towards Model-Driven V&V assessment of railway control systems. International Journal on Software Tools for Technology Transfer (STTT). 16 (6). 669-683.
Status: Publicerad
Fantechi, A., Flammini, F., Gnesi, S. (2014). Formal methods for railway control systems. International Journal on Software Tools for Technology Transfer (STTT). 16 (6). 643-646.
Status: Publicerad
Flammini, F., Marrone, S., Iacono, M., Mazzocca, N., Vittorini, V. (2014). A multiformalism modular approach to ertms/etcs failure modeling. International Journal of Reliability, Quality and Safety Engineering (IJRQSE). 21 (1).
Status: Publicerad
Flammini, F. (2013). Model-based analysis of 'k out of m' correlation techniques for diverse redundant detectors. International Journal of Performability Engineering. 9 (5). 551-560.
Status: Publicerad
Esposito, M., Fiaschetti, A., Flammini, F. (2013). The new shield architectural framework. ERCIM News.
Status: Publicerad
Flammini, F. (2013). Automatic train protection systems. Industrial Engineering & Management. 2 (5). 1-3.
Status: Publicerad
Flammini, F., Pappalardo, A., Vittorini, V. (2013). Information fusion and surveillance : Information Fusion e sorveglianza. Mondo Digitale. 12 (47).
Status: Publicerad
Bernardi, S., Flammini, F., Marrone, S., Mazzocca, N., Merseguer, J., et al. (2013). Enabling the usage of UML in the verification of railway systems : The DAM-rail approach. Reliability Engineering & System Safety. 120. 112-126.
Status: Publicerad
Flammini, F., Vittorini, V. (2013). SAFECOMP'11 post-conference special issue. Reliability Engineering & System Safety. 120. 111-111.
Status: Publicerad
Flammini, F. (2012). On the use of models for the dependability and security of transit systems and infrastructures : A multi-year industrial experience report. International Journal of Critical Computer-Based Systems. 3 (3). 229-244.
Status: Publicerad
Flammini, F., Gaglione, A., Mazzocca, N., Pragliola, C. (2011). Optimisation of security system design by quantitative risk assessment and genetic algorithms. International Journal of Risk Assessment and Management. 15 (2-3). 204-220.
Status: Publicerad
Flammini, F., Lazzaro, A., Mazzocca, N. (2011). Modeling of railway logics for reverse enginering, verification and refactoring. International Journal of Safety and Security Engineering. 1 (1). 77-94.
Status: Publicerad
Flammini, F. (2010). Formal Evaluation of a Majority Voting Concept to Improve the Dependability of Multiple Technology Sensors. Journal of Physical Security. 4 (1). 1-9.
Status: Publicerad
Flammini, F., Mazzocca, N., Moscato, F., Pappalardo, A., Pragliola, C., et al. (2010). Multiformalism techniques for critical infrastructure modeling. International Journal of System of Systems Engineering. 2 (1). 19-37.
Status: Publicerad
Flammini, F., Impagliazzo, L., Marmo, P., Pragliola, C. (2010). Reliability, safety and security of innovative command/control systems : Model-based approaches and related industrial applications. Ingegneria Ferroviaria. 65 (6). 543-558.
Status: Publicerad
Flammini, F. (2010). Sistemi di controllo per l'Alta Velocità ferroviaria. Mondo Digitale. 9 (4). 18-32.
Status: Publicerad
Flammini, F., Marrone, S., Mazzocca, N., Vittorini, V. (2009). A new modeling approach to the safety evaluation of N-modular redundant computer systems in presence of imperfect maintenance. Reliability Engineering & System Safety. 94 (9). 1422-1432.
Status: Publicerad
Flammini, F., Mazzocca, N., Orazzo, A. (2009). Automatic instantiation of abstract tests on specific configurations for large critical control systems. Software testing, verification & reliability. 19 (2). 91-110.
Status: Publicerad
Flammini, F., Mazzocca, N., Vittorini, V. (2009). Models for the analysis of critical systems. Mondo Digitale. 8 (3). 11-21.
Status: Publicerad
Flammini, F., Gaglione, A., Mazzocca, N., Moscato, V., Pragliola, C. (2009). On-line integration and reasoning of multi-sensor data to enhance infrastructure surveillance. Journal of Information Assurance and Security. 4 (3). 183-191.
Status: Publicerad
De Nicola, G., Flammini, F., Mazzocca, N., Orazzo, A. (2005). Model-based functional verification & validation of complex train control systems : an on-board system testing case-study. Archives of Transport. 17 (3-4). 163-176.
Status: Publicerad

Konferensbidrag (Refereegranskat)

Saman Azari, M., Flammini, F., Santini, S. (2022). Improving Resilience in Cyber-Physical Systems based on Transfer Learning. 2022 IEEE International Conference on Cyber Security and Resilience (CSR). 203-208.
Dirnfeld, R., De Donato, L., Flammini, F., Saman Azari, M., Vittorini, V. (2022). Railway Digital Twins and Artificial Intelligence : Challenges and Design Guidelines. Dependable Computing – EDCC 2022 Workshops. EDCC 2022. 102-113.
Bellini, E., Bagnoli, F., Caporuscio, M., Damiani, E., Flammini, F., et al. (2021). Resilience learning through self adaptation in digital twins of human-cyber-physical systems. Proceedings of the 2021 IEEE International Conference on Cyber Security and Resilience (CSR). 168-173.
Singh, P., Flammini, F., Caporuscio, M., Saman Azari, M., Thornadtsson, J. (2020). Towards self-healing in the internet of things by log analytics and process mining. Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference. 4644-4651.
Dirnfeld, R., Flammini, F., Marrone, S., Nardone, R., Vittorini, V. (2020). Low-Power Wide-Area Networks in Intelligent Transportation : Review and Opportunities for Smart-Railways. 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. 1-7.
Saman Azari, M., Flammini, F., Caporuscio, M., Santini, S. (2019). Data-Driven Fault Diagnosis of Once-through Benson Boilers. 2019 4th International Conference on System Reliability and Safety (ICSRS). 345-354.
Pappaterra, M., Flammini, F. (2019). A Review of Intelligent Cybersecurity with Bayesian Networks. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC). 445-452.
Flammini, F., Marrone, S., Nardone, R., Petrillo, A., Santini, S., et al. (2018). Towards Railway Virtual Coupling. 2018 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles & International Transportation Electrification Conference (ESARS-ITEC).
Papp, J., Tokody, D., Flammini, F. (2018). From traditional manufacturing and automation systems to holonic intelligent systems. Procedia Manufacturing. 931-935.
Flammini, F., Pragliola, C., Smarra, G. (2017). Railway infrastructure monitoring by drones. 2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2016.
Tokody, D., Flammini, F. (2017). Smart Systems for the Protection of Individuals. Key Engineering Materials. 190-197.
Flammini, F., Naddei, R., Pragliola, C., Smarra, G. (2016). Towards automated drone surveillance in railways : State-of-the-art and future directions. Advanced Concepts for Intelligent Vision Systems. ACIVS 2016. 336-348.
Flammini, F., Mazzocca, N., Pappalardo, A., Pragliola, C., Vittorini, V. (2015). Improving the dependability of distributed surveillance systems using diverse redundant detectors. Dependability Problems of Complex Information Systems. 35-53.
Carnevali, L., Flammini, F., Paolieri, M., Vicario, E. (2015). Non-Markovian performability evaluation of ERTMS/ETCS level 3. Computer Performance Engineering. EPEW 2015. 47-62.
Flammini, F., Marrone, S., Mazzocca, N., Nardone, R., Vittorini, V. (2015). Using Bayesian Networks to evaluate the trustworthiness of '2 out of 3' decision fusion mechanisms in multi-sensor applications. IFAC-PapersOnLine. 682-687.
Flammini, F., Gentile, U., Marrone, S., Nardone, R., Vittorini, V. (2014). A Petri Net pattern-oriented approach for the design of physical protection systems. Computer Safety, Reliability, and Security. SAFECOMP 2014. 230-245.
Flammini, F., Marrone, S., Mazzocca, N., Pappalardo, A., Pragliola, C., et al. (2013). Trustworthiness evaluation of multi-sensor situation recognition in transit surveillance scenarios. Security Engineering and Intelligence Informatics. CD-ARES 2013. 442-456.
Garibotto, G., Murrieri, P., Capra, A., De Muro, S., Petillo, U., et al. (2013). White paper on industrial applications of computer vision and pattern recognition. Image Analysis and Processing – ICIAP 2013. ICIAP 2013. 721-730.
Buemi, F., Esposito, M., Flammini, F., Mazzocca, N., Pragliola, C., et al. (2013). Empty vehicle detection with video analytics. Image Analysis and Processing – ICIAP 2013. ICIAP 2013. 731-739.
Casola, V., Esposito, M., Flammini, F., Mazzocca, N., Pragliola, C. (2013). Performance evaluation of video analytics for surveillance on-board trains. Advanced Concepts for Intelligent Vision Systems. ACIVS 2013.. 414-425.
Flammini, F., Marrone, S., Mazzocca, N., Vittorini, V. (2013). Petri net modelling of physical vulnerability. Critical Information Infrastructure Security. CRITIS 2011. 128-139.
Fantechi, A., Flammini, F., Gnesi, S. (2012). Formal methods for intelligent transportation systems. Leveraging Applications of Formal Methods, Verification and Validation. Applications and Case Studies. ISoLA 2012. 187-189.
Flammini, F., Marrone, S., Mazzocca, N., Nardone, R., Vittorini, V. (2012). Model-driven V&V processes for computer based control systems : A unifying perspective. Leveraging Applications of Formal Methods, Verification and Validation. Applications and Case Studies. ISoLA 2012. 190-204.
Casola, V., De Benedictis, A., Drago, A., Esposito, M., Flammini, F., et al. (2012). Securing freight trains for hazardous material transportation : A WSN-based monitoring system. International Defense and Homeland Security Simulation Workshop, DHSS 2012, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2012. 52-59.
Cozzolino, A., Flammini, F., Galli, V., Lamberti, M., Poggi, G., et al. (2012). Evaluating the effects of MJPEG compression on motion tracking in metro railway surveillance. Advanced Concepts for Intelligent Vision Systems. ACIVS 2012 : 14^th International Conference, ACIVS 2012, Brno, Czech Republic, September 4-7, 2012. Proceedings. 142-154.
Casola, V., Esposito, M., Mazzocca, N., Flammini, F. (2012). Freight train monitoring : A case-study for the pSHIELD project. Proceedings - 6th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2012. 597-602.
Flammini, F., Pragliola, C., Pappalardo, A., Vittorini, V. (2011). A robust approach for on-line and off-line threat detection based on event tree similarity analysis. 2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2011. 414-419.
Flammini, F., Mazzocca, N., Pappalardo, A., Pragliola, C., Vittorini, V. (2011). Augmenting surveillance system capabilities by exploiting event correlation and distributed attack detection. Availability, Reliability and Security for Business, Enterprise and Health Information Systems. CD-ARES 2011. 191-204.
Bernardi, S., Flammini, F., Marrone, S., Merseguer, J., Papa, C., et al. (2011). Model-driven availability evaluation of railway control systems. Computer Safety, Reliability, and Security. SAFECOMP 2011. 15-28.
Fiaschetti, A., Lavorato, F., Suraci, V., Palo, A., Taglialatela, A., et al. (2011). On the use of semantic technologies to model and control security, privacy and dependability in complex systems. International Conference on Computer Safety, Reliability, and Security. 467-479.
Fiaschetti, A., Lavorato, F., Suraci, V., Palo, A., Taglialatela, A., et al. (2011). On the use of semantic technologies to model and control security, privacy and dependability in complex systems. Computer Safety, Reliability, and Security : 30th International Conference, SAFECOMP 2011, Naples, Italy, September 19-22, 2011, Proceedings. 467-479.
Flammini, F., Gaglione, A., Ottello, F., Pappalardo, A., Pragliola, C., et al. (2010). Towards wireless sensor networks for railway infrastructure monitoring. Electrical Systems for Aircraft, Railway and Ship Propulsion (ESARS), 2010. 1-6.
Flammini, F., Gaglione, A., Ottello, F., Pappalardo, A., Pragliola, C., et al. (2010). Towards wireless sensor networks for railway infrastructure monitoring. Electrical Systems for Aircraft, Railway and Ship Propulsion. 1-6.
Flammini, F., Vittorini, V., Mazzocca, N., Pragliola, C. (2009). A study on multiformalism modeling of critical infrastructures. Critical Information Infrastructure Security. CRITIS 2008. 336-343.
Bocchetti, G., Flammini, F., Pragliola, C., Pappalardo, A. (2009). Dependable integrated surveillance systems for the physical security of metro railways. 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009.
Flammini, F., Gaglione, A., Mazzocca, N., Pragliola, C. (2009). DETECT : A novel framework for the detection of attacks to critical infrastructures. Safety, Reliability and Risk Analysis : Theory, Methods and Applications - Proceedings of the Joint ESREL and SRA-Europe Conference. 105-112.
Flammini, F., Gaglione, A., Mazzocca, N., Pragliola, C. (2009). Quantitative security risk assessment and management for railway transportation infrastructures. Critical Information Infrastructure Security. CRITIS 2008. 180-189.
Flammini, F., Gaglione, A., Mazzocca, N., Moscato, V., Pragliola, C. (2009). Wireless sensor data fusion for critical infrastructure security. Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems CISIS’08.. 92-99.
De Nicola, G., Di Tommaso, P., Esposito, R., Flammini, F., Marmo, P., et al. (2008). An experience in validating train control systems by a grey-box testing approach. The Second International Conference on Complex, Intelligent and Software Intensive System, Technical University of Catalonia Barcelona, Spain.
Flammini, F., Marrone, S., Mazzocca, N., Vittorini, V. (2007). Evaluating the Hazardous Failure Rate of majority voting computer architectures by means of Bayesian Network models. Proceedings of the European Safety and Reliability Conference 2007, ESREL 2007 - Risk, Reliability and Societal Safety. 1715-1721.
Moscato, F., Flammini, F., Di Lorenzo, G., Vittorini, V., Marrone, S., et al. (2007). The software architecture of the OsMoSys Multisolution Framework. VALUETOOLS 2007 - 2nd International ICST Conference on Performance Evaluation Methodologies and Tools.
Flammini, F., Gaglione, A., Mazzino, N., Mazzocca, N., Pragliola, C. (2007). La security nei sistemi di trasporto a guida vincolata : analisi del rischio e strategie di protezione. .
Abbaneo, C., Flammini, F., Lazzaro, A., Marmo, P., Mazzocca, N., et al. (2007). UML based reverse engineering for the verification of railway control logics. Proceedings of International Conference on Dependability of Computer Systems, DepCoS-RELCOMEX 2006. 3-10.
Flammini, F., Marrone, S., Mazzocca, N., Vittorini, V. (2006). Modeling system reliability aspects of ERTMS/ETCS by fault trees and Bayesian networks. Safety and Reliability for Managing Risk : Proceedings of the European Safety and Reliability Conference 2006, ESREL 2006. 2675-2683.
Flammini, F., Marrone, S., Mazzocca, N., Vittorini, V. (2006). Modelling system reliability aspects of ERTMS/ETCS by fault trees and Bayesian networks. Safety and Reliability for Managing Risk: proceedings of the 15th European Safety and Reliability Conference (ESREL 2006). 2675-2683.
Di Tommaso, P., Flammini, F., Lazzaro, A., Pellecchia, R., Sanseviero, A. (2005). The simulation of anomalies in the functional testing of the ERTMS/ETCS trackside system. HASE 2005 : Ninth IEEE International Symposium on High Assurance Systems Engineering : 12-14 October 2005, Heidelberg, Germany. 131-139.
De Giuseppe, N., Di Pasquale, T., Esposito, R., Flammini, F., Marmo, P., et al. (2005). A grey-box approach to the functional testing of complex automatic train protection systems. Dependable Computing - EDCC 5 : 5th European Dependable Computing Conference, Budapest, Hungary, April 20-22, 2005. Proceedings. 305-317.
De Nicola, G., Di Tommaso, P., Esposito, R., Flammini, F., Marmo, P., et al. (2005). An experience in validating train control systems by a grey-box testing approach. Advances in Safety and Reliability - ESREL 2005 : Proceedings of the European Safety and Reliability Conference, ESREL 2005, Tri City (Gdynia-Sopot-Gdansk), Poland, 27-30 June 2005. 1435-1442.
De Nicola, G., Di Tommaso, P., Esposito, R., Flammini, F., Marmo, P., et al. (2005). ERTMS/ETCS : working principles and validation. Proceedings of the International Conference on Ship Propulsion and Railway Traction Systems, SPRTS. 59-68.
Flammini, F., Mazzocca, N., Iacono, M., Marrone, S. (2005). Using repairable fault trees for the evaluation of design choices for critical repairable systems. Proceedings of IEEE International Symposium on High Assurance Systems Engineering. 163-172.
De Nicola, G., Tommaso, P.D., Esposito, R., Flammini, F., Orazzo, A. (2004). A hybrid testing methodology for railway control systems. Computer Safety, Reliability, and Security. SAFECOMP 2004. 116-129.

Kapitel i bok, del av antologi (Refereegranskat)

Assenza, G., Cozzani, V., Flammini, F., Gotcheva, N., Gustafsson, T., et al. (2020). White Paper on Industry Experiences in Critical Information Infrastructure Security : A Special Session at CRITIS 2019. Critical Information Infrastructures Security14th International Conference, CRITIS 2019, : Linköping, Sweden, September 23–25, 2019, Revised Selected Papers. Springer. 197-207.
Tokody, D., Papp, J., Iantovics, L.B., Flammini, F. (2019). Complex, Resilient and Smart Systems. Resilience of Cyber-Physical Systems : From Risk Modelling to Threat Counteraction. Springer. 3-24.
Flammini, F., Marrone, S., Mazzocca, N., Vittorini, V. (2016). Fuzzy decision fusion and multiformalism modelling in physical security monitoring. Recent Advances in Computational Intelligence in Defense and Security. Springer. 71-100.
Flammini, F., Pappalardo, A., Vittorini, V. (2013). Challenges and emerging paradigms for augmented surveillance. Effective Surveillance for Homeland Security : Balancing Technology and Social Issues. CRC Press. 169-198.

Samlingsverk (redaktörskap) (Refereegranskat)

Flammini, F., Bologna, S., Vittorini, V. (2011). Computer Safety, Reliability, and Security : Proceedings of the 30th international conference on Computer safety, reliability, and security. Springer. 482.

Artikel, forskningsöversikt (Refereegranskat)

Saman Azari, M., Flammini, F., Santini, S., Caporuscio, M. (2023). A Systematic Literature Review on Transfer Learning for Predictive Maintenance in Industry 4.0. IEEE Access. IEEE. 11. 12887-12910.
Status: Publicerad
Tang, R., De Donato, L., Besinovic, N., Flammini, F., Goverde, R.M.P., et al. (2022). A literature review of Artificial Intelligence applications in railway systems. Transportation Research Part C : Emerging Technologies. Saunders Elsevier. 140.
Status: Publicerad
Rajabli, N., Flammini, F., Nardone, R., Vittorini, V. (2021). Software Verification and Validation of Safe Autonomous Cars : A Systematic Literature Review. IEEE Access. IEEE. 9. 4797-4819.
Status: Publicerad
Pappaterra, M.J., Flammini, F., Vittorini, V., Besinovic, N. (2021). A Systematic Review of Artificial Intelligence Public Datasets for Railway Applications. Infrastructures. MDPI. 6 (10).
Status: Publicerad

Proceedings (redaktörskap) (Refereegranskat)

Flammini, F., Bologna, S., Setola, R., Vittorini, V. (2011). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) : Preface. Springer.

Artikel i tidskrift (Övrigt vetenskapligt)

Flammini, F., Vittorini, V., Lin, Z. (2020). Roadmaps for AI Integration in the Rail Sector - RAILS. ERCIM News. (121). 34-35.
Status: Publicerad
Flammini, F. (2019). Sistemi autonomi simbiotici e sicurezza. Mondo Digitale. 18 (80).
Status: Publicerad
Flammini, F. (2016). Technical Committee Reports : The Future of Homeland Security. IEEE Systems, Man, and Cybernetics Magazine. 2 (3). 11-13.
Status: Publicerad
Flammini, F., Gaglione, A., Pragliola, C. (2009). Model-based early warning and decision support to improve infrastructure surveillance’. ERCIM News. (78).
Status: Publicerad
Flammini, F., Mazzocca, N., Vittorini, V. (2008). New Paradigms and Tools for High-Assurance Systems Modelling. ERCIM News. (75).
Status: Publicerad

Bok (Övrigt vetenskapligt)

Flammini, F. (2018). Artificial Intelligence (AI) applicata agli Autonomous Systems. Centro Alti Studi per la Difesa.
Flammini, F. (2010). Dependability Assurance of Real-Time Embedded Control Systems. Nova Novinka.

Doktorsavhandling, monografi (Övrigt vetenskapligt)

Flammini, F. (2007). Model-based dependability evaluation of complex critical control systems. Doctoral Thesis. University of Naples Federico II. 142.

Rapport (Övrigt vetenskapligt)

Dambrot, S.M., De Kerchove, D., Flammini, F., Kinsner, W., Macdonald Glenn, L., et al. (2018). IEEE Symbiotic Autonomous Systems White Paper II. IEEE. 224.

Samlingsverk (redaktörskap) (Övrigt vetenskapligt)

Flammini, F. (2018). Resilience of Cyber-Physical Systems : From Risk Modeling to Threat Counteraction. Springer. 220.
Lang, F., Flammini, F. (2014). Formal Methods for Industrial Critical Systems : 19th International Conference, FMICS 2014, Florence, Italy, September 11-12, 2014, Proceedings. Elsevier. 96.
Flammini, F., Setola, R., Franceschetti, G. (2013). Effective Surveillance for Homeland Security : Balancing Technology and Social Issues. CRC Press. 646.
Flammini, F. (2012). Railway safety, reliability, and security : Technologies and systems engineering. IGI Global. 463.
Flammini, F. (2012). Critical Infrastructure Security : Assessment, Prevention, Detection, Response. WIT Press. 325.

Rapport (Övrigt (populärvetenskap, debatt))

Broschert, S., Coughlin, T., Ferraris, M., Flammini, F., Florido, J.G., et al. (2019). Symbiotic Autonomous Systems : White Paper III. IEEE. 140.

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