Publications

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

 

Title
Published

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

Spyridon Papastergiou, Haralambos Mouratidis & Eleni-Maria Kalogeraki

May 2019

Visualizing the outcome of dynamic analysis of Android malware with VizMal

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

February 2020

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

Fausto Fasano, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

February 2020

Accidental Sensitive Data Leaks Prevention via Formal Verification

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

February 2020

Bank Credit Risk Management based on Data Mining Techniques

Fabio Martinelli, Francesco Mercaldo, Domenico Raucci & Antonella Santone

February 2020

Code Reordering Obfuscation Technique Detection by Means of Weak Bisimulation

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

March 2020

Colluding Android Apps Detection via Model Checking

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

March 2020

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

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

Fabio Martinelli, Francesco Mercaldo, Domenico Raucci & Antonella Santone

March 2020

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

Spyridon Papastergiou, Haralambos Mouratidis & Eleni-Maria Kalogeraki

April 2020

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

Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

May 2020

Machine Learning for Driver Detection through CAN bus

Fabio Martinelli, Francesco Marcantoni & Antonella Santone

May 2020

Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences

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

Michalis Diamantaris, Francesco Marcantoni, Sotiris Ioannidis & Jason Polakis

July 2020

Malicious Collusion Detection in Mobile Environment by means of Model Checking

Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

July 2020

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

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

July 2020

VisualDroid: automatic triage and detection of Android repackaged applications

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

August 2020

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

Eva Papadogiannaki, Dimitris Deyannis & Sotiris Ioannidis

September 2020

Evaluating Deep Learning Classification Reliability in Android Malware Family Detection

Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

October 2020

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

Alfredo Cuzzocrea, Francesco Mercaldo & Fabio Martinelli

October 2020

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

Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

November 2020

Detecting Colluding Inter-App Communication in Mobile Environment

Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

November 2020

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

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

Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo & Antonella Santone

January 2021

Neural Networks for Driver Behavior Analysis

Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo & Antonella Santone

February 2021

Driver Identification Through Formal Methods

Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone & Antonella Santone

February 2021

Acceleration of Intrusion Detection in Encrypted Network Traffic Using Heterogeneous Hardware

Eva Papadogiannaki & Sotiris Ioannidis

February 2021

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