Publications

Here you can find the list of publications authored or co-authored by CyberSANE partners

 


 

Journals

 

Title
Published

Visualizing the outcome of dynamic analysis of Android malware with VizMal

Journal of Information Security and Applications – Elsevier

Andrea De Lorenzo, Fabio Martinelli, Eric Medvet, Francesco Mercaldo & Antonella Santone

February 2020

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

Evolving Systems – Springer International Publishing

Spyridon Papastergiou, Haralambos Mouratidis & Eleni-Maria Kalogeraki

April 2020

Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences

Information – MDPI

Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

June 2020

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

ACM Transactions on Privacy and Security – Association for Computing Machinery (ACM)

Michalis Diamantaris, Francesco Marcantoni, Sotiris Ioannidis & Jason Polakis

July 2020

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

Procedia Computer Science – Elsevier

Alfredo Cuzzocrea, Francesco Mercaldo & Fabio Martinelli

October 2020

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

Applied Sciences – MDPI

Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

November 2020

Detecting Colluding Inter-App Communication in Mobile Environment

Applied Sciences – MDPI

Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

November 2020

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

Simulation Modelling Practice and Theory – Elsevier

Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone & Gigliola Vaglini

December 2020

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

Computers & Security – Elsevier

Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

January 2021

Neural Networks for Driver Behavior Analysis

Electronics – MDPI

Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo & Antonella Santone

February 2021

Driver Identification Through Formal Methods

IEEE Transactions on Intelligent Transportation Systems – IEEE

Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone & Antonella Santone

February 2021

Acceleration of Intrusion Detection in Encrypted Network Traffic Using Heterogeneous Hardware

Sensors – MDPI

Eva Papadogiannaki & Sotiris Ioannidis

February 2021

A Survey on Encrypted Network Traffic Analysis Applications, Techniques and Countermeasures

ACM Computing Surveys – Association for Computing Machinery (ACM)

Eva Papadogiannaki & Sotiris Ioannidis

TBC


 

Conferences

 

Title
Published

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

Engineering Applications of Neural Networks – Springer International Publishing

Spyridon Papastergiou, Haralambos Mouratidis & Eleni-Maria Kalogeraki

May 2019

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

Proceedings of the 6th International Conference on Information Systems Security and Privacy – ForSE – SciTePress

Fausto Fasano, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

February 2020

Accidental Sensitive Data Leaks Prevention via Formal Verification

Proceedings of the 6th International Conference on Information Systems Security and Privacy – ForSE – SciTePress

Madalina Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

February 2020

Bank Credit Risk Management based on Data Mining Techniques

Proceedings of the 6th International Conference on Information Systems Security and Privacy – ForSE – SciTePress

Fabio Martinelli, Francesco Mercaldo, Domenico Raucci & Antonella Santone

February 2020

Code Reordering Obfuscation Technique Detection by Means of Weak Bisimulation

Advanced Information Networking and Applications – Springer International Publishing

Giuseppe Crincoli, Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

March 2020

Colluding Android Apps Detection via Model Checking

Web, Artificial Intelligence and Network Applications – Springer International Publishing

Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone & Antonella Santone

March 2020

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

Web, Artificial Intelligence and Network Applications – Springer International Publishing

Lelio Campanile, Mauro Iacono, Fabio Martinelli, Fiammetta Marulli, Michele Mastroianni, Francesco Mercaldo & Antonella Santone

March 2020

Predicting Probability of Default Under IFRS 9 Through Data Mining Techniques

Web, Artificial Intelligence and Network Applications – Springer International Publishing

Fabio Martinelli, Francesco Mercaldo, Domenico Raucci & Antonella Santone

March 2020

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

Proceedings of the 5th International Conference on Internet of Things, Big Data and Security – AI4EIoTs – SciTePress

Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

May 2020

Machine Learning for Driver Detection through CAN bus

2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) – IEEE

Fabio Martinelli, Francesco Marcantoni & Antonella Santone

May 2020

Malicious Collusion Detection in Mobile Environment by means of Model Checking

2020 International Joint Conference on Neural Networks (IJCNN) – IEEE

Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

July 2020

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

2020 International Joint Conference on Neural Networks (IJCNN) – IEEE

Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Stefano Marrone & Antonella Santone

July 2020

VisualDroid: automatic triage and detection of Android repackaged applications

Proceedings of the 15th International Conference on Availability, Reliability and Security – Association for Computing Machinery (ACM)

Rosangela Casolare, Carlo De Dominicis, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

August 2020

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

2020 IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) – IEEE

Eva Papadogiannaki, Dimitris Deyannis & Sotiris Ioannidis

September 2020

Evaluating Deep Learning Classification Reliability in Android Malware Family Detection

2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) – IEEE

Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

October 2020

On Strengthening SMEs and MEs Threat Intelligence and Awareness by Identifying Data Breaches, Stolen Credentials and Illegal Activities on the Dark Web

16th International Conference on Availability, Reliability and Security – ARES 2021

George Pantelis, Petros Petrou, Sophia Karagiorgou & Dimitrios Alexandrou

August 2021

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