Practical Optimizations for Perceptron Algorithms in Large Malware Dataset. - Dragos Gavrilut; Razvan Benchea; Cristina Vatamanu (SYNASC, 2012)

Optimized Zero False Positives Perceptron Training for Malware Detection. - Dragos Gavrilut; Razvan Benchea; Cristina Vatamanu (SYNASC, 2012)

A practical approach on clustering malicious PDF documents. - Cristina Vatamanu; Dragos Gavrilut; Razvan Benchea (J. Comput. Virol., 2012)

Building a practical and reliable classifier for malware detection. - Cristina Vatamanu; Dragos Gavrilut; Razvan-Mihai Benchea (J. Comput. Virol. Hacking Tech., 2013)

Feature Extraction Using Genetic Programming with Applications in Malware Detection. - Cristina Vatamanu; Dragos Gavrilut; Razvan Benchea; Henri Luchian (SYNASC, 2015)

Perceptron-Based Ensembles and Binary Decision Trees for Malware Detection. - Cristina Vatamanu; Doina Cosovan; Dragos Gavrilut; Henri Luchian (ICANN (2), 2017)

Adjusting SVMs for Large Data Sets using Balanced Decision Trees. - Cristina Vatamanu; Dragos Teodor Gavrilut; George Popoiu (SYNASC, 2018)