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A Novel Deep Learning-Based Approach for Malware Detection

A Novel Method for Improving the Robustness of Deep Learning-Based Malware Detectors Against Adversarial Attacks

Mutual Information and Feature Importance Gradient Boosting: Automatic byte n-gram feature reranking for Android malware detection

Byte2vec: malware representation and feature selection for android

Performance comparison and current challenges of using machine learning techniques in cybersecurity

Learning latent byte-level feature representation for malware detection

Malytics: a malware detection scheme

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