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Cyber Security Incident Handling, Warning and Response System for the European Critical Infrastructures

Deliverables

Legal and Ethical Requirements

Legal and Ethical Requirements (M7; KUL). This deliverable will assess the existing and upcoming European legal framework applicable to CyberSANE and provide for a set of identified requirements that must be taken into account in the development of the project. The deliverable will reflect the outcomes of task T2.2.

Dissemination, Communication and Exploitation Plans

Dissemination, Communication Plan and Exploitation (M6, ATOS). This deliverable will be the detailed dissemination, communication and exploitation plan that will be established in the project (as part of T11.1). This plan will elaborate on the activities listed in Section 2 on the basis of concrete dates, activities, target audiences and expected outcomes.

Intelligence and Information Sharing models Specifications

Intelligence and Information Sharing models Specifications (M18, CNR). This deliverable will be a report reflecting the outcomes of tasks T6.1 and T6.2. It will specify the project’s Intelligence and Information Sharing models in terms of stakeholders, models, collaborative workflows and interactions and more.

Initial Report on Dissemination and Communication Activities

Initial Report on Dissemination and Communication Activities (M12, ATOS). This deliverable will report on the dissemination and communication activities of the project.

Cyber Incident handling Trend Analysis

Cyber Incident handling Trend Analysis (M6; INRIA). This deliverable will include the outcomes of the Trend Analysis. The deliverable will reflect the outcomes of task T2.1

Prevention and response to advanced threats and anomalies

Prevention and response to advanced threats and anomalies (M10, STS). This deliverable reflects the state of the art on the detection and response field, and specifies an automated approach for Cyber Fusion Models by selecting particular decision making techniques (T5.1).

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Publications

Towards an Interpretable Deep Learning Model for Mobile Malware Detection and Family Identification

Author(s): Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Computers & Security, 2021, Page(s) 102198, ISSN 0167-4048
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2021.102198

Detecting Colluding Inter-App Communication in Mobile Environment

Author(s): Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Applied Sciences, 10/23, 2020, Page(s) 8351, ISSN 2076-3417
Publisher: MDPI - Applied Science 2020 - Special Issue Cybersecurity
DOI: 10.3390/app10238351

Visualizing the outcome of dynamic analysis of Android malware with VizMal

Author(s): Andrea De Lorenzo, Fabio Martinelli, Eric Medvet, Francesco Mercaldo, Antonella Santone
Published in: Journal of Information Security and Applications, 50, 2020, Page(s) 102423, ISSN 2214-2126
Publisher: Journal of Information Security and Applications
DOI: 10.1016/j.jisa.2019.102423

A Deep-Learning-Based Framework for Supporting Analysis and Detection of Attacks on CAN Buses

Author(s): Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli
Published in: Procedia Computer Science, 176, 2020, Page(s) 2999-3008, ISSN 1877-0509
Publisher: Elsevier
DOI: 10.1016/j.procs.2020.09.203

Acceleration of Intrusion Detection in Encrypted Network Traffic Using Heterogeneous Hardware

Author(s): Eva Papadogiannaki, Sotiris Ioannidis
Published in: Sensors, 21/4, 2021, Page(s) 1140, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21041140

Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences

Author(s): Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Information, 11/6, 2020, Page(s) 304, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info11060304

Neural Networks for Driver Behavior Analysis

Author(s): Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Antonella Santone
Published in: Electronics, 10/3, 2021, Page(s) 342, ISSN 2079-9292
Publisher: MDPI - Electronics - Special Issue Security and Trust in Next Generation Cyber-Physical Systems
DOI: 10.3390/electronics10030342

Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation

Author(s): Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Gigliola Vaglini
Published in: Simulation Modelling Practice and Theory, 105, 2020, Page(s) 102169, ISSN 1569-190X
Publisher: Elsevier BV
DOI: 10.1016/j.simpat.2020.102169

Driver Identification through Formal Methods

Author(s): Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
Published in: IEEE Transactions on Intelligent Transportation Systems, 2021, ISSN 1524-9050
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tits.2021.3055347

Call Graph and Model Checking for Fine-Grained Android Malicious Behaviour Detection

Author(s): Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Applied Sciences, 10/22, 2020, Page(s) 7975, ISSN 2076-3417
Publisher: MDPI - Applied Science 2020 - Special Issue Cybersecurity
DOI: 10.3390/app10227975

"""The Seven Deadly Sins of the HTML5 WebAPI: A Large-scale Study on the Risks of Mobile Sensor-based Attacks”"

Author(s): MICHALIS DIAMANTARIS, FRANCESCO MARCANTONI, SOTIRIS IOANNIDIS, JASON POLAKIS
Published in: ACM Transactions on Privacy and Security, Volume 23, Issue 4, Article 19, 2020, ISSN 2471-2574
Publisher: Association for Computing Machinery
DOI: 10.1145/3403947

Handling of advanced persistent threats and complex incidents in healthcare, transportation and energy ICT infrastructures

Author(s): Spyridon Papastergiou, Haralambos Mouratidis, Eleni-Maria Kalogeraki
Published in: Evolving Systems, 2020, ISSN 1868-6478
Publisher: Springer Verlag
DOI: 10.1007/s12530-020-09335-4

Bank Credit Risk Management based on Data Mining Techniques

Author(s): Fabio Martinelli, Francesco Mercaldo, Domenico Raucci, Antonella Santone
Published in: Proceedings of the 6th International Conference on Information Systems Security and Privacy, 2020, Page(s) 837-843, ISBN 978-989-758-399-5
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0009371808370843

Machine Learning for Driver Detection through CAN bus

Author(s): Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 2020, Page(s) 1-5, ISBN 978-1-7281-5207-3
Publisher: IEEE
DOI: 10.1109/vtc2020-spring48590.2020.9129371

Image-based Malware Family Detection: An Assessment between Feature Extraction and Classification Techniques

Author(s): Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Proceedings of the 5th International Conference on Internet of Things, Big Data and Security, 2020, Page(s) 499-506, ISBN 978-989-758-426-8
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0009817804990506

Android Run-time Permission Exploitation User Awareness by Means of Formal Methods

Author(s): Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Proceedings of the 6th International Conference on Information Systems Security and Privacy, 2020, Page(s) 804-814, ISBN 978-989-758-399-5
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0009372308040814

Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence

Author(s): Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Stefano Marrone, Antonella Santone
Published in: 2020 International Joint Conference on Neural Networks (IJCNN), 2020, Page(s) 1-8, ISBN 978-1-7281-6926-2
Publisher: IEEE
DOI: 10.1109/ijcnn48605.2020.9206801

Head(er)Hunter: Fast Intrusion Detection using Packet Metadata Signatures

Author(s): Eva Papadogiannaki, Dimitris Deyannis, Sotiris Ioannidis
Published in: 2020 IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2020, Page(s) 1-6, ISBN 978-1-7281-6339-0
Publisher: IEEE
DOI: 10.1109/camad50429.2020.9209308

Accidental Sensitive Data Leaks Prevention via Formal Verification

Author(s): Madalina Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Proceedings of the 6th International Conference on Information Systems Security and Privacy, 2020, Page(s) 825-834, ISBN 978-989-758-399-5
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0009380608250834

VisualDroid - automatic triage and detection of Android repackaged applications

Author(s): Rosangela Casolare, Carlo De Dominicis, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Proceedings of the 15th International Conference on Availability, Reliability and Security, 2020, Page(s) 1-7, ISBN 9781450388337
Publisher: ACM
DOI: 10.1145/3407023.3407074

Evaluating Deep Learning Classification Reliability in Android Malware Family Detection

Author(s): Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: 2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW), 2020, Page(s) 255-260, ISBN 978-1-7281-7735-9
Publisher: IEEE
DOI: 10.1109/issrew51248.2020.00082

Malicious Collusion Detection in Mobile Environment by means of Model Checking

Author(s): Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: 2020 International Joint Conference on Neural Networks (IJCNN), 2020, Page(s) 1-6, ISBN 978-1-7281-6926-2
Publisher: IEEE
DOI: 10.1109/ijcnn48605.2020.9207638

Colluding Android Apps Detection via Model Checking

Author(s): Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
Published in: Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications (WAINA-2020), 1150, 2020, Page(s) 776-786, ISBN 978-3-030-44037-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-44038-1_71

Towards the Use of Generative Adversarial Neural Networks to Attack Online Resources

Author(s): Lelio Campanile, Mauro Iacono, Fabio Martinelli, Fiammetta Marulli, Michele Mastroianni, Francesco Mercaldo, Antonella Santone
Published in: Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications (WAINA-2020), 1150, 2020, Page(s) 890-901, ISBN 978-3-030-44037-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-44038-1_81

Predicting Probability of Default Under IFRS 9 Through Data Mining Techniques

Author(s): Fabio Martinelli, Francesco Mercaldo, Domenico Raucci, Antonella Santone
Published in: Web, Artificial Intelligence and Network Applications - Proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications (WAINA-2020), 1150, 2020, Page(s) 959-969, ISBN 978-3-030-44037-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-44038-1_87

Code Reordering Obfuscation Technique Detection by Means of Weak Bisimulation

Author(s): Giuseppe Crincoli, Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Published in: Advanced Information Networking and Applications - Proceedings of the 34th International Conference on Advanced Information Networking and Applications (AINA-2020), 1151, 2020, Page(s) 1368-1382, ISBN 978-3-030-44040-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-44041-1_116

Cyber Security Incident Handling, Warning and Response System for the European Critical Information Infrastructures (CyberSANE)

Author(s): Spyridon Papastergiou, Haralambos Mouratidis, Eleni-Maria Kalogeraki
Published in: Engineering Applications of Neural Networks - 20th International Conference, EANN 2019, Xersonisos, Crete, Greece, May 24-26, 2019, Proceedings, 1000, 2019, Page(s) 476-487, ISBN 978-3-030-20256-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-20257-6_41