Razvan Benchea

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 5

Top Topics

Malware Detection

Linear Classifiers

False Positives

Top Venues

Publications

Dan-Georgian Marculet, Razvan Benchea, Dragos Teodor Gavrilut
Methods for Training Neural Networks with Zero False Positives for Malware Detection. SYNASC (2019)
Dan-Georgian Marculet, Dragos Teodor Gavrilut, Razvan Benchea
GPU memory leveraged for accelerated training using Tensorflow. ICCP (2017)
Dragos Teodor Gavrilut, George Popoiu, Razvan Benchea
Identifying DGA-Based Botnets Using Network Anomaly Detection. SYNASC (2016)
Cristina Vatamanu, Dragos Gavrilut, Razvan Benchea, Henri Luchian
Feature Extraction Using Genetic Programming with Applications in Malware Detection. SYNASC (2015)
Razvan Benchea, Dragos Gavrilut, Henri Luchian
Feature Creation Using Genetic Algorithms for Zero False Positive Malware Classification. EVOLVE (2015)
Razvan Benchea, Dragos Teodor Gavrilut
Combining Restricted Boltzmann Machine and One Side Perceptron for Malware Detection. ICCS (2014)
Doina Cosovan, Razvan Benchea, Dragos Gavrilut
A Practical Guide for Detecting the Java Script-Based Malware Using Hidden Markov Models and Linear Classifiers. SYNASC (2014)
Cristina Vatamanu, Dragos Gavrilut, Razvan Benchea
A practical approach on clustering malicious PDF documents. J. Comput. Virol. 8 (4) (2012)
Dragos Gavrilut, Razvan Benchea, Cristina Vatamanu
Optimized Zero False Positives Perceptron Training for Malware Detection. SYNASC (2012)
Dragos Gavrilut, Razvan Benchea, Cristina Vatamanu
Practical Optimizations for Perceptron Algorithms in Large Malware Dataset. SYNASC (2012)