Simone Aonzo

According to our database, Simone Aonzo authored at least 23 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Evasive Intelligence: Lessons from Malware Analysis for Evaluating AI Agents.

Simone Aonzo, Merve Sahin, Aurélien Francillon, Daniele Perito

CoRR, March, 2026

Trust Under Siege: Label Spoofing Attacks Against Machine Learning for Android Malware Detection.

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

IEEE Trans. Inf. Forensics Secur., 2026

Unveiling BYOVD Threats: Malware's Use and Abuse of Kernel Drivers.

Andrea Monzani, Antonio Parata, Andrea Oliveri, Simone Aonzo, Davide Balzarotti, Andrea Lanzi

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

Decompiling the Synergy: An Empirical Study of Human-LLM Teaming in Software Reverse Engineering.

Zion Leonahenahe Basque, Samuele Doria, Ananta Soneji, Wil Gibbs, Adam Doupé, Yan Shoshitaishvili, Eleonora Losiouk, Ruoyu Wang, Simone Aonzo

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

2025

The Dark Side of Native Code on Android.

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

ACM Trans. Priv. Secur., May, 2025

The Polymorphism Maze: Understanding Diversities and Similarities in Malware Families.

Antonino Vitale, Simone Aonzo, Savino Dambra, Nanda Rani, Lorenzo Ippolito, Platon Kotzias, Juan Caballero, Davide Balzarotti

Proceedings of the Computer Security - ESORICS 2025, 2025

Family Ties: A Close Look at the Influence of Static Features on the Precision of Malware Family Clustering.

Antonino Vitale, Kevin van Liebergen, Juan Caballero, Savino Dambra, Platon Kotzias, Simone Aonzo, Davide Balzarotti

Proceedings of the APWG Symposium on Electronic Crime Research, 2025

A Closer Look At Modern Evasive Phishing Emails.

Elyssa Boulila, Marc Dacier, Siva Prem Vengadessa Peroumal, Nicolas Veys, Simone Aonzo

Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2025

2024

How to Train your Antivirus: RL-based Hardening through the Problem Space.

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

Proceedings of the 27th International Symposium on Research in Attacks, 2024

Unmasking the Veiled: A Comprehensive Analysis of Android Evasive Malware.

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

Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023

Humans vs. Machines in Malware Classification.

Simone Aonzo, Yufei Han, Alessandro Mantovani, Davide Balzarotti

Proceedings of the 32nd USENIX Security Symposium, 2023

Android, Notify Me When It Is Time To Go Phishing.

Antonio Ruggia, Andrea Possemato, Alessio Merlo, Dario Nisi, Simone Aonzo

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

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

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

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

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

Alessandro Mantovani, Simone Aonzo, Yanick Fratantonio, Davide Balzarotti

Proceedings of the 31st USENIX Security Symposium, 2022

2021

Longitudinal Study of the Prevalence of Malware Evasive Techniques.

Lorenzo Maffia, Dario Nisi, Platon Kotzias, Giovanni Lagorio, Simone Aonzo, Davide Balzarotti

CoRR, 2021

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

Andrea Possemato, Simone Aonzo, Davide Balzarotti, Yanick Fratantonio

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

2020

Novel Attacks and Defenses in the Userland of Android.

Simone Aonzo

PhD thesis, 2020

Low-Resource Footprint, Data-Driven Malware Detection on Android.

Simone Aonzo, Alessio Merlo, Mauro Migliardi, Luca Oneto, Francesco Palmieri

IEEE Trans. Sustain. Comput., 2020

Obfuscapk: An open-source black-box obfuscation tool for Android apps.

Simone Aonzo, Gabriel Claudiu Georgiu, Luca Verderame, Alessio Merlo

SoftwareX, 2020

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

Alessandro Mantovani, Simone Aonzo, Xabier Ugarte-Pedrero, Alessio Merlo, Davide Balzarotti

Proceedings of the 27th Annual Network and Distributed System Security Symposium, 2020

2019

Droids in Disarray: Detecting Frame Confusion in Hybrid Android Apps.

Davide Caputo, Luca Verderame, Simone Aonzo, Alessio Merlo

Proceedings of the Data and Applications Security and Privacy XXXIII, 2019

2018

Phishing Attacks on Modern Android.

Simone Aonzo, Alessio Merlo, Giulio Tavella, Yanick Fratantonio

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017

RmPerm: A Tool for Android Permissions Removal.

Simone Aonzo, Giovanni Lagorio, Alessio Merlo

Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (ICETE 2017), 2017