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What is Detecting Obfuscated Android Apps about?

This bachelor thesis evaluates obfuscation detection and de-obfuscation tools for Android applications, highlighting the challenges posed by a lack of robust datasets and the limitations of current machine learning approaches. The study finds that while supervised models struggle with generalization, unsupervised anomaly detection methods perform adequately, and existing de-obfuscators are limited in scope. The research emphasizes the need for better labeled data and alternative learning solutions to improv

Author

gmpromix

Language

EN