1. AONZO Simone
  2. AONZO Simone
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AONZO Simone

Journal

Lan, Tianwei; Demetrio, Luca; Nait-Abdesselam, Farid; Han, Yufei; Aonzo, Simone

Trust under siege: Label spoofing attacks against machine learning for Android malware detection

Submitted to ArXiV, 14 March 2025
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ARXIV
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Journal

Ruggia, Antonio; Possemato, Andrea; Dambra, Savino; Merlo, Alessio; Aonzo, Simone; Balzarotti, Davide

The dark side of native code on Android

ACM Transactions on Privacy and Security, 2025
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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

ESSAI 2024, 1st European Symposium on Security and Artificial Intelligence, 20-21 November 2024, Rennes, France
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Conference

Cortellazzi, Jacopo; Tsingenopoulos, Ilias; Bosansky, Branislav; Aonzo, Simone; Preuveneers, Davy; Joosen, Wouter; Pierazzi, Fabio; Cavallaro, Lorenzo

How to train your antivirus: RL-based hardening through the problem space

RAID 2024, 27th International Symposium on Research in Attacks, Intrusions and Defenses, 30 September-2 October 2024, Padua, Italy
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Poster / Demo

Aonzo, Simone

The many facets of Windows malware and the importance of multi-technology analysis

WORMA 2024, Keynote Demo at 3rd Workshop on Rethinking Malware Analysis, co-located with IEEE EuroS&P 2024, 12 July 2024, Vienna, Austria
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Conference

Ruggia, Antonio; Nisi, Dario; Dambra, Savino; Merlo, Alessio; Balzarotti, Davide; Aonzo, Simone

Unmasking the veiled: A comprehensive analysis of Android evasive malware

ASIAACS 2024, 19th ACM ASIA Conference on Computer and Communications Security, 1-5 July 2024, Singapore, Singapore
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Conference

Aonzo, Simone

Unmasking the veiled: A comprehensive analysis of Android evasive malware

DEFMAL 2024, 2nd Annual DefMal Workshop, 3-4 June 2024, Saint-Malo, France
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Talk

Aonzo, Simone

Introduction to malicious software

Ecole d'hiver PEPR Cybersécurité, 29 January-2 February 2024, Grenoble, France
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Talk

Aonzo, Simone

Do Androids dream of electric phishing?

EURECOM Security System Seminar, 23 January 2024, Sophia Antipolis, France
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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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