Patent №
US 8,037,535
Granted
2011-10-11
Filed 2005
Owner
GEORGETOWN UNIVERSITY
Lab
—
AI components
6
ml · nlp · vision · speech · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
11202186
A system and method for detecting malicious executable software code. Benign and malicious executables are gathered; and each are encoded as a training example using n-grams of byte codes as features. After selecting the most relevant n-grams for prediction, a plurality of inductive methods, including naive Bayes, decision trees, support vector machines, and boosting, are evaluated.
AI classification
Machine learning1.00
Natural language1.00
Vision1.00
Speech0.98
AI hardware0.97
Knowledge representation0.85
Evolutionary computation0.01
Planning0.01
Ownership
GEORGETOWN UNIVERSITY
assignment · 168750805
Assignors
MALOOF, MARCUS A.
On an employer assignment, the assignors are typically the inventors.
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