Towards a fair comparison and realistic evaluation framework of android malware detectors based on static analysis and machine learning
As in other cybersecurity areas, machine learning (ML) techniques have emerged as a
promising solution to detect Android malware. In this sense, many proposals employing a …
promising solution to detect Android malware. In this sense, many proposals employing a …
AndroMalPack: enhancing the ML-based malware classification by detection and removal of repacked apps for Android systems
Due to the widespread usage of Android smartphones in the present era, Android malware
has become a grave security concern. The research community relies on publicly available …
has become a grave security concern. The research community relies on publicly available …
The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection
When machine learning is used for Android malware detection, an app needs to be
represented in a numerical format for training and testing. We identify a widespread …
represented in a numerical format for training and testing. We identify a widespread …
[引用][C] Artificial Intelligence-based contributions to the detection of threats against information systems
B Molina Coronado - 2023