SeqShield uses n-gram analysis of API call sequences and Random Forest to detect rootkits with up to 97.81% accuracy on mutated variants after Gini-based feature optimization.
In: 2016 Cybersecurity Symposium (CYBERSEC)
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SeqShield: A Behavioral Analysis Approach to Uncover Rootkits
SeqShield uses n-gram analysis of API call sequences and Random Forest to detect rootkits with up to 97.81% accuracy on mutated variants after Gini-based feature optimization.