On a dataset of 11,928 files encrypted by 75 ransomware families, Hoeffding Tree classifiers best detect full and AES-Base64 encryption, while Random Forest with differential entropy best detects intermittent encryption.
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Data Encryption Battlefield: A Deep Dive into the Dynamic Confrontations in Ransomware Attacks
On a dataset of 11,928 files encrypted by 75 ransomware families, Hoeffding Tree classifiers best detect full and AES-Base64 encryption, while Random Forest with differential entropy best detects intermittent encryption.