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Evaluating Representativeness in PDF Malware Datasets: A Comparative Study and a New Dataset
Ran Liu, Robert Joyce, Cynthia Matuszek, Charles Nicholas
A Feature Set of Small Size for the PDF Malware Detection
Ran Liu, Charles Nicholas
DOI
A PDF Malware Detection Method Using Extremely Small Training Sample Size
Ran Liu, Matuszek Cynthia, Charles Nicholas
DOI
Can Feature Engineering Help Quantum Machine Learning for Malware Detection
Ran Liu, Maksim Eren, Charles Nicholas
Can Feature Engineering Help Quantum Machine Learning for Malware Detection
Incremental Malware Detection and Classification Using Hidden Markov Models
Ran Liu, Charles Nicholas
Incremental Malware Detection and Classification Using Hidden Markov Models
Potential Forensic Analysis of IoT Data: An Overview of the State-of-the-Art and Future Possibilities
Shin, Chanyang, Prerit Chandok, Ran Liu, Seth James Nielson and Timothy R. Leschke