The proactivity of Perceptron derived algorithms in malware detection

The perceptron: A probabilistic model for information storage and organization in the brain.

Frank F. Rosenblatt · Psychological Review · 1958 · 11.5K citations

Cognitive Science, Memory System, Associative Memory (Psychology) +10

Automatic analysis of malware behavior using machine learning

Konrad Rieck, Philipp Trinius, Carsten Willems et al. · Journal of Computer Security · 2011 · 722 citations

Malware detection using machine learning

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Engineering, Machine Learning, Evasion Technique +17

Malware detection using statistical analysis of byte-level file content

S. Momina Tabish, Muhammad Shafiq, Muddassar Farooq · 2009 · 134 citations

Malware Detection Techniques, Engineering, Evasion Technique +18

Proactive Detection of Computer Worms Using Model Checking

Johannes Kinder, Stefan Katzenbeisser, Christian Schallhart et al. · IEEE Transactions on Dependable and Secure Computing · 2008 · 45 citations

Program Checking, Engineering, Verification +20