Dragos Teodor Gavrilut

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 23

Top Topics

Anomaly Detection

Machine Learning

Malware Detection

Top Venues

Publications

Silviu Constantin Vitel, Marilena Lupascu, Dragos Teodor Gavrilut, Henri Luchian
Short- versus long-term performance of detection models for obfuscated MSOffice-embedded malware. Int. J. Inf. Sec. 23 (1) (2024)
Radu Stefan Mihalache, Dragos Teodor Gavrilut, Anton Dan Gabriel
Real-Time Deep Learning-Based Malware Detection Using Static and Dynamic Features. ICAART (3) (2024)
Gheorghe Balan, Ciprian-Alin Simion, Dragos Teodor Gavrilut, Henri Luchian
Feature mining and classifier selection for API calls-based malware detection. Appl. Intell. 53 (23) (2023)
Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut
Using GANs to Improve the Accuracy of Machine Learning Models for Malware Detection. IDEAL (2022)
Silviu Constantin Vitel, Marilena Lupascu, Dragos Teodor Gavrilut, Henri Luchian
Detection of MSOffice-Embedded Malware: Feature Mining and Short- vs. Long-Term Performance. ISPEC (2022)
Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut
Improving detection of malicious samples by using state-of-the-art adversarial machine learning algorithms. SIN (2022)
Gheorghe Balan, Dragos Teodor Gavrilut, Henri Luchian
Using API Calls for Sequence-Pattern Feature Mining-Based Malware Detection. ISPEC (2022)
Silviu Constantin Vitel, Marilena Lupascu, Dragos Teodor Gavrilut, Henri Luchian
Evolution of macro VBA obfuscation techniques. SIN (2022)
Georgiana Ingrid Stoleru, Dragos Teodor Gavrilut
A Practical Approach For Malware Identification Based On Anti-Emulation Techniques And Feature To Image Translation. ICCTA (2021)
Dan-Georgian Marculet, Razvan Benchea, Dragos Teodor Gavrilut
Methods for Training Neural Networks with Zero False Positives for Malware Detection. SYNASC (2019)
Ciprian-Alin Simion, Dragos Teodor Gavrilut, Henri Luchian
An Adversarial Machine Learning Approach to Evaluate the Robustness of a Security Solution. SYNASC (2019)
Georgiana Ingrid Stoleru, Adrian-Stefan Popescu, Dragos Teodor Gavrilut
Increasing Protection Against Internet Attacks through Contextual Feature Pairing. SYNASC (2018)
Marilena Lupascu, Dragos Teodor Gavrilut, Dorel Lucanu
An Overview of Obfuscation Techniques used by Malware in Visual Basic for Application Scripts. SYNASC (2018)
Adrian Ioan Pîrîu, Mihai Leonte, Nicolae Postolachi, Dragos Teodor Gavrilut
Optimizing Cleanset Growth by Using Multi-Class Neural Networks. SYNASC (2018)
Cristina Vatamanu, Dragos Teodor Gavrilut, George Popoiu
Adjusting SVMs for Large Data Sets using Balanced Decision Trees. SYNASC (2018)
Dan-Georgian Marculet, Dragos Teodor Gavrilut, Razvan Benchea
GPU memory leveraged for accelerated training using Tensorflow. ICCP (2017)
Dragos Teodor Gavrilut, Anton Dan Gabriel, George Popoiu
Machine Learning based Malware Detection. How to Balance Memory Footprint with Model Accuracy. SYNASC (2017)
Mihai Leonte, Dragos Teodor Gavrilut, Nicolae Postolachi
Building a cleanset. An artificial intelligence perspective of identifying network installers. ICCP (2017)
Adrian-Stefan Popescu, Dragos Teodor Gavrilut, Daniel-Ionut Irimia
A practical approach for clustering large data flows of malicious URLs. J. Comput. Virol. Hacking Tech. 12 (1) (2016)
Anton Dan Gabriel, Dragos Teodor Gavrilut, Baetu Ioan Alexandru, Adrian-Stefan Popescu
Detecting Malicious URLs: A Semi-Supervised Machine Learning System Approach. SYNASC (2016)
Dragos Teodor Gavrilut, George Popoiu, Razvan Benchea
Identifying DGA-Based Botnets Using Network Anomaly Detection. SYNASC (2016)
Adrian-Stefan Popescu, Dumitru-Bogdan Prelipcean, Dragos Teodor Gavrilut
A Study on Techniques for Proactively Identifying Malicious URLs. SYNASC (2015)
Dumitru-Bogdan Prelipcean, Adrian-Stefan Popescu, Dragos Teodor Gavrilut
Improving Malware Detection Response Time with Behavior-Based Statistical Analysis Techniques. SYNASC (2015)
Razvan Benchea, Dragos Teodor Gavrilut
Combining Restricted Boltzmann Machine and One Side Perceptron for Malware Detection. ICCS (2014)
Marius Barat, Dumitru-Bogdan Prelipcean, Dragos Teodor Gavrilut
A Practical Approach on Cleaning-Up Large Data Sets. SYNASC (2014)
Marius Barat, Dumitru-Bogdan Prelipcean, Dragos Teodor Gavrilut
An Automatic Updating Perceptron-Based System for Malware Detection. SYNASC (2013)
Marius Barat, Dumitru-Bogdan Prelipcean, Dragos Teodor Gavrilut
A study on common malware families evolution in 2012. J. Comput. Virol. Hacking Tech. 9 (4) (2013)