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Towards a Reliable and Automated Analysis of Compromised Systems

Deliverables

Data Management Plan

The document presents a plan for the management and sharing of the datasets collected and used during the project.

Publications

The Tangled Genealogy of IoT Malware

Author(s): Emanuele Cozzi, Pierre-antoine Vervier, Matteo dell'Amico, Leyla Bilge, Davide Balzarotti
Published in: Proceedings of the Annual Computer Security Applications Conference (ACSAC), Issue 2020, 2020

SoK: Cyber Insurance – Technical Challenges and a System Security Roadmap

Author(s): Savino Dambra, Leyla Bilge, Davide Balzarotti
Published in: 2020 IEEE Symposium on Security and Privacy (SP), Issue 2020, 2020, Page(s) 1367-1383
DOI: 10.1109/sp40000.2020.00019

When Malware is Packin' Heat; Limits of Machine Learning Classifiers Based on Static Analysis Features

Author(s): Hojjat Aghakhani, Fabio Gritti, Francesco Mecca, Martina Lindorfer, Stefano Ortolani, Davide Balzarotti, Giovanni Vigna, Christopher Kruegel
Published in: Proceedings 2020 Network and Distributed System Security Symposium, 2020
DOI: 10.14722/ndss.2020.24310

Prevalence and Impact of Low-Entropy Packing Schemes in the Malware Ecosystem

Author(s): Alessandro Mantovani, Simone Aonzo, Xabier Ugarte-Pedrero, Alessio Merlo, Davide Balzarotti
Published in: Proceedings 2020 Network and Distributed System Security Symposium, 2020
DOI: 10.14722/ndss.2020.24297

Back to the Whiteboard: a Principled Approach for the Assessment and Design of Memory Forensic Techniques

Author(s): Fabio Pagani, Davide Balzarotti
Published in: Proceedings of the 28th USENIX Conference on Security Symposium, Issue 2019, 2019, Page(s) 1751-1768

Introducing the Temporal Dimension to Memory Forensics

Author(s): Fabio Pagani, Oleksii Fedorov, Davide Balzarotti
Published in: ACM Transactions on Privacy and Security, Issue 22/2, 2019, Page(s) 1-21, ISSN 2471-2566
DOI: 10.1145/3310355

A Close Look at a Daily Dataset of Malware Samples

Author(s): Xabier Ugarte-Pedrero, Mariano Graziano, Davide Balzarotti
Published in: ACM Transactions on Privacy and Security, Issue 22/1, 2019, Page(s) 1-30, ISSN 2471-2566
DOI: 10.1145/3291061