Razvan Benchea

According to our database, Razvan Benchea authored at least 11 papers between 2012 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Methods for Training Neural Networks with Zero False Positives for Malware Detection.

Dan-Georgian Marculet, Razvan Benchea, Dragos Teodor Gavrilut

Proceedings of the 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2019

2017

GPU memory leveraged for accelerated training using Tensorflow.

Dan-Georgian Marculet, Dragos Teodor Gavrilut, Razvan Benchea

Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

2016

Identifying DGA-Based Botnets Using Network Anomaly Detection.

Dragos Teodor Gavrilut, George Popoiu, Razvan Benchea

Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016

2015

Feature Extraction Using Genetic Programming with Applications in Malware Detection.

Cristina Vatamanu, Dragos Gavrilut, Razvan Benchea, Henri Luchian

Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2015

Feature Creation Using Genetic Algorithms for Zero False Positive Malware Classification.

Razvan Benchea, Dragos Gavrilut, Henri Luchian

Proceedings of the EVOLVE, 2015

2014

A Practical Guide for Detecting the Java Script-Based Malware Using Hidden Markov Models and Linear Classifiers.

Doina Cosovan, Razvan Benchea, Dragos Gavrilut

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

Combining Restricted Boltzmann Machine and One Side Perceptron for Malware Detection.

Razvan Benchea, Dragos Teodor Gavrilut

Proceedings of the Graph-Based Representation and Reasoning, 2014

2013

Building a practical and reliable classifier for malware detection.

Cristina Vatamanu, Dragos Gavrilut, Razvan-Mihai Benchea

J. Comput. Virol. Hacking Tech., 2013

2012

A practical approach on clustering malicious PDF documents.

Cristina Vatamanu, Dragos Gavrilut, Razvan Benchea

J. Comput. Virol., 2012

Optimized Zero False Positives Perceptron Training for Malware Detection.

Dragos Gavrilut, Razvan Benchea, Cristina Vatamanu

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

Practical Optimizations for Perceptron Algorithms in Large Malware Dataset.

Dragos Gavrilut, Razvan Benchea, Cristina Vatamanu

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012