Search Results for author: Alessio Merlo

Found 4 papers, 1 papers with code

Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection

no code implementations24 Oct 2023 Borja Molina-Coronado, Antonio Ruggia, Usue Mori, Alessio Merlo, Alexander Mendiburu, Jose Miguel-Alonso

Therefore, it needs to be determined to what extent the use of a specific obfuscation strategy or tool poses a risk for the validity of ML malware detectors for Android based on static analysis features.

Android Malware Detection Malware Detection

Gotta CAPTCHA 'Em All: A Survey of Twenty years of the Human-or-Computer Dilemma

no code implementations2 Mar 2021 Meriem Guerar, Luca Verderame, Mauro Migliardi, Francesco Palmieri, Alessio Merlo

A recent study has found that malicious bots generated nearly a quarter of overall website traffic in 2019 [100].

Cryptography and Security

Deep Adversarial Learning on Google Home devices

no code implementations25 Feb 2021 Andrea Ranieri, Davide Caputo, Luca Verderame, Alessio Merlo, Luca Caviglione

Smart speakers and voice-based virtual assistants are core components for the success of the IoT paradigm.

Cryptography and Security

Deep Reinforcement Learning for Black-Box Testing of Android Apps

1 code implementation7 Jan 2021 Andrea Romdhana, Alessio Merlo, Mariano Ceccato, Paolo Tonella

We have developed ARES, a Deep RL approach for black-box testing of Android apps.

Software Engineering

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