Here you can find the list of publications authored or co-authored by CyberSANE partners.
Currently, there are {jcount} journal and {ccount} conference publications.
Journals
Title
Published
Visualizing the outcome of dynamic analysis of Android malware with VizMal
Journal of Information Security and Applications – Elsevier
February 2020
Handling of advanced persistent threats and complex incidents in healthcare, transportation and energy ICT infrastructures
Evolving Systems – Springer International Publishing
April 2020
Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences
Information – MDPI
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)
July 2020
A Deep-Learning-Based Framework for Supporting Analysis and Detection of Attacks on CAN Buses
Procedia Computer Science – Elsevier
October 2020
Call Graph and Model Checking for Fine-Grained Android Malicious Behaviour Detection
Applied Sciences – MDPI
November 2020
Detecting Colluding Inter-App Communication in Mobile Environment
Applied Sciences – MDPI
November 2020
Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation
Simulation Modelling Practice and Theory – Elsevier
December 2020
Towards an Interpretable Deep Learning Model for Mobile Malware Detection and Family Identification
Computers & Security – Elsevier
January 2021
Driver Identification Through Formal Methods
IEEE Transactions on Intelligent Transportation Systems – IEEE
February 2021
Acceleration of Intrusion Detection in Encrypted Network Traffic Using Heterogeneous Hardware
Sensors – MDPI
February 2021
A Survey on Encrypted Network Traffic Analysis Applications, Techniques and Countermeasures
ACM Computing Surveys – Association for Computing Machinery (ACM)
July 2021
Attack Categorisation for IoT Applications in Critical Infrastructures, a Survey
Applied Sciences – MDPI
August 2021
Identification of Twitter Bots based on an Explainable ML Framework: the US 2020 Elections Case Study
arXiv preprint
December 2021
An Attack Simulation and Evidence Chains Generation Model for Critical Information Infrastructures
Electronics – MDPI
January 2022
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
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
February 2020
Accidental Sensitive Data Leaks Prevention via Formal Verification
Proceedings of the 6th International Conference on Information Systems Security and Privacy – ForSE – SciTePress
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
February 2020
Code Reordering Obfuscation Technique Detection by Means of Weak Bisimulation
Advanced Information Networking and Applications – Springer International Publishing
March 2020
Colluding Android Apps Detection via Model Checking
Web, Artificial Intelligence and Network Applications – Springer International Publishing
March 2020
Towards the Use of Generative Adversarial Neural Networks to Attack Online Resources
Web, Artificial Intelligence and Network Applications – Springer International Publishing
March 2020
Predicting Probability of Default Under IFRS 9 Through Data Mining Techniques
Web, Artificial Intelligence and Network Applications – Springer International Publishing
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
May 2020
Machine Learning for Driver Detection through CAN bus
2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) – IEEE
May 2020
Malicious Collusion Detection in Mobile Environment by means of Model Checking
2020 International Joint Conference on Neural Networks (IJCNN) – IEEE
July 2020
Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence
2020 International Joint Conference on Neural Networks (IJCNN) – IEEE
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)
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
September 2020
Evaluating Deep Learning Classification Reliability in Android Malware Family Detection
2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) – IEEE
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
August 2021
This Sneaky Piggy Went to the Android Ad Market: Misusing Mobile Sensors for Stealthy Data Exfiltration
ACM Conference on Computer and Communications Security (CCS) – ACM
November 2021