Publications

Preventing File-Less Attacks with Machine Learning Techniques

Published in In the proceedings of 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2019, Timisoara, Romania, September 4-7, 2019, 2019

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Recommended citation: Alexandru Bucevschi, Gheorghe Balan, Dumitru{-}Bogdan Prelipcean, "Preventing File-Less Attacks with Machine Learning Techniques." In the proceedings of 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2019, Timisoara, Romania, September 4-7, 2019, 2019. https://doi.org/10.1109/SYNASC49474.2019.00042

Improving Detection of Malicious Office Documents Using One-Side Classifiers

Published in In the proceedings of 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2019, Timisoara, Romania, September 4-7, 2019, 2019

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Recommended citation: Silviu Vitel, Gheorghe Balan, Dumitru{-}Bogdan Prelipcean, "Improving Detection of Malicious Office Documents Using One-Side Classifiers." In the proceedings of 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2019, Timisoara, Romania, September 4-7, 2019, 2019. https://doi.org/10.1109/SYNASC49474.2019.00041

Improving Malware Detection Response Time with Behavior-Based Statistical Analysis Techniques

Published in In the proceedings of 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2015, Timisoara, Romania, September 21-24, 2015, 2015

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Recommended citation: Dumitru{-}Bogdan Prelipcean, Adrian{-}Stefan Popescu, Dragos Gavrilut, "Improving Malware Detection Response Time with Behavior-Based Statistical Analysis Techniques." In the proceedings of 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2015, Timisoara, Romania, September 21-24, 2015, 2015. https://doi.org/10.1109/SYNASC.2015.44

A Study on Techniques for Proactively Identifying Malicious URLs

Published in In the proceedings of 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2015, Timisoara, Romania, September 21-24, 2015, 2015

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Recommended citation: Adrian{-}Stefan Popescu, Dumitru{-}Bogdan Prelipcean, Dragos Gavrilut, "A Study on Techniques for Proactively Identifying Malicious URLs." In the proceedings of 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2015, Timisoara, Romania, September 21-24, 2015, 2015. https://doi.org/10.1109/SYNASC.2015.40

A Practical Approach on Cleaning-Up Large Data Sets

Published in In the proceedings of 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2014, Timisoara, Romania, September 22-25, 2014, 2014

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Recommended citation: Marius Barat, Dumitru{-}Bogdan Prelipcean, Dragos Gavrilut, "A Practical Approach on Cleaning-Up Large Data Sets." In the proceedings of 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2014, Timisoara, Romania, September 22-25, 2014, 2014. https://doi.org/10.1109/SYNASC.2014.45

An Automatic Updating Perceptron-Based System for Malware Detection

Published in In the proceedings of 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2013, Timisoara, Romania, September 23-26, 2013, 2013

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Recommended citation: Marius Barat, Dumitru{-}Bogdan Prelipcean, Dragos Gavrilut, "An Automatic Updating Perceptron-Based System for Malware Detection." In the proceedings of 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2013, Timisoara, Romania, September 23-26, 2013, 2013. https://doi.org/10.1109/SYNASC.2013.47