1. BILGE Leyla
  2. BILGE Leyla
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BILGE Leyla

Conference

Dambra, Savino; Han, Yufei; Aonzo, Simone; Kotzias, Platon; Vitale, Antonino; Caballero, Juan; Balzarotti, Davide; Bilge, Leyla

Decoding the secrets of machine learning in malware classification: A deep dive into datasets, feature extraction, and model performance

CCS 2023, 30th ACM Conference on Computer and Communications Security, 26-30 November 2023, Copenhagen, Denmark
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ARXIV
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Conference

Sanchez-Rola, Iskander; Bilge, Leyla; Balzarotti, Davide; Buesche, Armin; Efstathopoulos, Petros

Rods with laser beams: understanding browser fingerprinting on phishing pages

USENIX 2023, 32nd Usenix Security Symposium, 9-11 August 2023, Anaheim, CA, USA
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Journal

Dambra, Savino; Bilge, Leyla; Balzarotti, Davide

A comparison of systemic and systematic risks of malware encounters in consumer and enterprise environments

ACM Transactions on Privacy and Security, 3 October 2022
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Conference

Dambra, Savino; Sanchez-Rola, Iskander; Bilge, Leyla; Balzarotti, Davide

When Sally met trackers: Web tracking from the users’ perspective

USENIX 2022, 31st USENIX Security Symposium, 10-12 August 2022, Boston, MA, USA
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Conference

Gomez, Gibran; Kotzias, Platon; Dell'Amico, Matteo; Bilge, Leyla; Caballero, Juan

Unsupervised detection and clustering of malicious TLS Flows

Submitted to ArXiV, 8 September 2021
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ARXIV
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Conference

Avllazagaj, Erin; Zhu, Ziyun; Bilge, Leyla; Balzarotti, Davide; Dumitras, Tudor

When malware changed its mind: An empirical study of variable program behaviors in the real world

USENIX 2021, 30th USENIX Security Symposium, 11-13 August 2021, Virtual Conference
Best Paper Award
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Conference

Sanchez-Rola, Iskander; Dell'Amico, Matteo; Balzarotti, Davide; Vervier, Pierre-Antoine; Bilge, Leyla

Journey to the center of the cookie ecosystem: Unraveling actors' roles and relationships

S&P 2021, 42nd IEEE Symposium on Security & Privacy, 23-27 May 2021, San Francisco, CA, USA
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Conference

Küchler, Alexander; Mantovani, Alessandro; Han, Yufei; Bilge, Leyla; Balzarotti, Davide

Does every second count? Time-based evolution of malware behavior in sandboxes

NDSS 2021, Network and Distributed Systems Security Symposium, 21-24 February 2021, Virtual Conference
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Conference

Cozzi, Emanuele; Vervier, Pierre-Antoine; Dell'Amico, Matteo; Shen, Yun; Bilge, Leyla; Balzarotti, Davide

The tangled genealogy of IoT malware

ACSAC 2020, Annual Computer Security Applications Conference, 7-11 December 2020 (Virtual Conference)

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Conference

Dambra, Savino; Bilge, Leyla; Balzarotti, Davide

SoK: Cyber insurance - Technical challenges and a system security roadmap

S&P 2020, 41st IEEE Symposium on Security and Privacy, 18-20 May 2020, San Francisco, CA, USA
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