Ciprian-Alin Simion

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Significantly Reduced

Machine Learning

Malware Detection

Top Venues

Publications

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)
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)
Ciprian-Alin Simion
Reducing Adversarial Vulnerability Using GANs. SYNASC (2022)
Ciprian-Alin Simion, Dragos Teodor Gavrilut, Henri Luchian
An Adversarial Machine Learning Approach to Evaluate the Robustness of a Security Solution. SYNASC (2019)