Towards a Reliable and Automated Analysis of Compromised Systems

Rezultaty

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

Publikacje

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

Autorzy: Andrea Oliveri, Davide Balzarotti
Opublikowane w: ACM Transactions on Privacy and Security, Numer Volume 25Numer 4, 2022, ISSN 2471-2574
Wydawca: ACM

AUTOPROFILE: TOWARDS AUTOMATED PROFILE GENERATION FOR MEMORY ANALYSIS

Autorzy: Fabio Pagani, Davide Balzarotti
Opublikowane w: ACM Transactions on Privacy and Security (TOPS), Numer Volume 25 Numer 1, 2022, ISSN 2471-2566
Wydawca: ACM
DOI: 10.1145/3485471

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

Autorzy: Savino Dambra, Leyla Bilge, Davide Balzarotti
Opublikowane w: ACM Transactions on Privacy and Security, 2022, ISSN 2471-2566
Wydawca: ACM

The evidence beyond the wall: Memory forensics in SGX environments

Autorzy: Flavio Toffalini, Andrea Oliveri, Mariano Graziano, Jianying Zhou, Davide Balzarotti
Opublikowane w: Elsevier Forensic Science International: Digital Investigation, 2021, ISSN 2666-2817
Wydawca: Elsevier

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

Autorzy: Miguel Martín-Pérez, Ricardo J.Rodríguez, Davide Balzarotti
Opublikowane w: Elsevier Computers & Security, 2021, ISSN 0167-4048
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2020.102119

Introducing the Temporal Dimension to Memory Forensics

Autorzy: Fabio Pagani, Oleksii Fedorov, Davide Balzarotti
Opublikowane w: ACM Transactions on Privacy and Security, Numer 22/2, 2019, Strona(/y) 1-21, ISSN 2471-2566
Wydawca: ACM
DOI: 10.1145/3310355

A Close Look at a Daily Dataset of Malware Samples

Autorzy: Xabier Ugarte-Pedrero, Mariano Graziano, Davide Balzarotti
Opublikowane w: ACM Transactions on Privacy and Security, Numer 22/1, 2019, Strona(/y) 1-30, ISSN 2471-2566
Wydawca: ACM
DOI: 10.1145/3291061

The Tangled Genealogy of IoT Malware

Autorzy: Emanuele Cozzi, Pierre-antoine Vervier, Matteo dell'Amico, Leyla Bilge, Davide Balzarotti
Opublikowane w: Proceedings of the Annual Computer Security Applications Conference (ACSAC), Numer 2020, 2020
Wydawca: ACM

An OS-agnostic Approach to Memory Forensics

Autorzy: Andrea Oliveri, Matteo Dell'Amico, Davide Balzarotti
Opublikowane w: Network and Distributed System Security (NDSS) Symposium, Numer 2023, 2023, ISBN 1-891562-83-5
Wydawca: 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

Autorzy: Savino Dambra, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge
Opublikowane w: ACM conference on Computer and communications security (CCS), Numer 11/2023, 2023
Wydawca: ACM

How Machine Learning Is Solving the Binary Function Similarity Problem

Autorzy: Andrea Marcelli, Mariano Graziano, Xabier Ugarte-Pedrero, Yanick Fratantonio, Mohamad Mansouri, Davide Balzarotti
Opublikowane w: USENIX Security Symposium, 2022
Wydawca: Usenix

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

Autorzy: Erin Avllazagaj, Ziyun Zhu, Leyla Bilge, Davide Balzarotti, Tudor Dumitras
Opublikowane w: USENIX Security Symposium, Numer 30th, 2021
Wydawca: Usenix

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

Autorzy: Alessandro Mantovani, Simone Aonzo, Yanick Fratantonio, Davide Balzarotti
Opublikowane w: USENIX Security Symposium, 2022
Wydawca: Usenix

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

Autorzy: Dario Nisi, Mariano Graziano, Yanick Fratantonio, Davide Balzarotti
Opublikowane w: 24th International Symposium on Research in Attacks, Intrusions and Defenses, 2021
Wydawca: ACM
DOI: 10.1145/3471621.3471848

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

Autorzy: Savino Dambra, Leyla Bilge, Davide Balzarotti
Opublikowane w: 2020 IEEE Symposium on Security and Privacy (SP), Numer 2020, 2020, Strona(/y) 1367-1383, ISBN 978-1-7281-3497-0
Wydawca: IEEE
DOI: 10.1109/sp40000.2020.00019

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

Autorzy: Hojjat Aghakhani, Fabio Gritti, Francesco Mecca, Martina Lindorfer, Stefano Ortolani, Davide Balzarotti, Giovanni Vigna, Christopher Kruegel
Opublikowane w: Proceedings 2020 Network and Distributed System Security Symposium, 2020, ISBN 1-891562-61-4
Wydawca: Internet Society
DOI: 10.14722/ndss.2020.24310

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

Autorzy: Alexander Küchler, Alessandro Mantovani, Yufei Han, Leyla Bilge, Davide Balzarotti
Opublikowane w: Network and Distributed System Security (NDSS) Symposium, 2021
Wydawca: Internet Society

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

Autorzy: Alessandro Mantovani, Simone Aonzo, Xabier Ugarte-Pedrero, Alessio Merlo, Davide Balzarotti
Opublikowane w: Proceedings 2020 Network and Distributed System Security Symposium, 2020, ISBN 1-891562-61-4
Wydawca: Internet Society
DOI: 10.14722/ndss.2020.24297

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

Autorzy: Fabio Pagani, Davide Balzarotti
Opublikowane w: Proceedings of the 28th USENIX Conference on Security Symposium, Numer 2019, 2019, Strona(/y) 1751-1768, ISBN 978-1-939133-06-9
Wydawca: USENIX Association Berkeley

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

Autorzy: Andrea Possemato, Simone Aonzo, Davide Balzarotti, Yanick Fratantonio
Opublikowane w: IEEE Symposium on Security and Privacy, Numer 2022, 2022
Wydawca: IEEE
DOI: 10.1109/sp40001.2021.00074

Humans vs. Machines in Malware Classification

Autorzy: Simone Aonzo, Yufei Han,Alessandro Mantovani, Davide Balzarotti
Opublikowane w: Usenix Security Symposium, Numer 2023, 2023, ISBN 978-1-939133-37-3
Wydawca: Usenix

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