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Towards a Reliable and Automated Analysis of Compromised Systems

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Data Management Plan

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

Publications

In the Land of MMUs: Multiarchitecture OS-Agnostic Virtual Memory Forensics

Author(s): Andrea Oliveri, Davide Balzarotti
Published in: ACM Transactions on Privacy and Security, Issue Volume 25Issue 4, 2022, ISSN 2471-2574
Publisher: ACM

AUTOPROFILE: TOWARDS AUTOMATED PROFILE GENERATION FOR MEMORY ANALYSIS

Author(s): Fabio Pagani, Davide Balzarotti
Published in: ACM Transactions on Privacy and Security (TOPS), Issue Volume 25 Issue 1, 2022, ISSN 2471-2566
Publisher: ACM
DOI: 10.1145/3485471

A Comparison of Systemic and Systematic Risks of Malware Encounters in Consumer and Enterprise Environments

Author(s): Savino Dambra, Leyla Bilge, Davide Balzarotti
Published in: ACM Transactions on Privacy and Security, 2022, ISSN 2471-2566
Publisher: ACM

The evidence beyond the wall: Memory forensics in SGX environments

Author(s): Flavio Toffalini, Andrea Oliveri, Mariano Graziano, Jianying Zhou, Davide Balzarotti
Published in: Elsevier Forensic Science International: Digital Investigation, 2021, ISSN 2666-2817
Publisher: Elsevier

Pre-processing Memory Dumps to Improve Similarity Score of Windows Modules

Author(s): Miguel Martín-Pérez, Ricardo J.Rodríguez, Davide Balzarotti
Published in: Elsevier Computers & Security, 2021, ISSN 0167-4048
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2020.102119

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
Publisher: ACM
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
Publisher: ACM
DOI: 10.1145/3291061

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
Publisher: ACM

An OS-agnostic Approach to Memory Forensics

Author(s): Andrea Oliveri, Matteo Dell'Amico, Davide Balzarotti
Published in: Network and Distributed System Security (NDSS) Symposium, Issue 2023, 2023, ISBN 1-891562-83-5
Publisher: ISOC
DOI: 10.14722/ndss.2023.23398

Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance

Author(s): Savino Dambra, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge
Published in: ACM conference on Computer and communications security (CCS), Issue 11/2023, 2023
Publisher: ACM

How Machine Learning Is Solving the Binary Function Similarity Problem

Author(s): Andrea Marcelli, Mariano Graziano, Xabier Ugarte-Pedrero, Yanick Fratantonio, Mohamad Mansouri, Davide Balzarotti
Published in: USENIX Security Symposium, 2022
Publisher: Usenix

When Malware Changed Its Mind: An Empirical Study of Variable Program Behaviors in the Real World

Author(s): Erin Avllazagaj, Ziyun Zhu, Leyla Bilge, Davide Balzarotti, Tudor Dumitras
Published in: USENIX Security Symposium, Issue 30th, 2021
Publisher: Usenix

RE-Mind: a First Look Inside the Mind of a Reverse Engineer

Author(s): Alessandro Mantovani, Simone Aonzo, Yanick Fratantonio, Davide Balzarotti
Published in: USENIX Security Symposium, 2022
Publisher: Usenix

Lost in the Loader: The Many Faces of the Windows PE File Format

Author(s): Dario Nisi, Mariano Graziano, Yanick Fratantonio, Davide Balzarotti
Published in: 24th International Symposium on Research in Attacks, Intrusions and Defenses, 2021
Publisher: ACM
DOI: 10.1145/3471621.3471848

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, ISBN 978-1-7281-3497-0
Publisher: IEEE
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, ISBN 1-891562-61-4
Publisher: Internet Society
DOI: 10.14722/ndss.2020.24310

Does Every Second Count? Time-based Evolution of Malware Behavior in Sandboxes

Author(s): Alexander Küchler, Alessandro Mantovani, Yufei Han, Leyla Bilge, Davide Balzarotti
Published in: Network and Distributed System Security (NDSS) Symposium, 2021
Publisher: Internet Society

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, ISBN 1-891562-61-4
Publisher: Internet Society
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, ISBN 978-1-939133-06-9
Publisher: USENIX Association Berkeley

Trust, But Verify: A Longitudinal Analysis Of Android OEM Compliance and Customization

Author(s): Andrea Possemato, Simone Aonzo, Davide Balzarotti, Yanick Fratantonio
Published in: IEEE Symposium on Security and Privacy, Issue 2022, 2022
Publisher: IEEE
DOI: 10.1109/sp40001.2021.00074

Humans vs. Machines in Malware Classification

Author(s): Simone Aonzo, Yufei Han,Alessandro Mantovani, Davide Balzarotti
Published in: Usenix Security Symposium, Issue 2023, 2023, ISBN 978-1-939133-37-3
Publisher: Usenix

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