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Ciprian-Alin Simion

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2020 – today

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2023
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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): 29094-29108 (2023)
2022
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Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut:
Using GANs to Improve the Accuracy of Machine Learning Models for Malware Detection. IDEAL 2022: 399-410
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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: 1-8
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Ciprian-Alin Simion:
Reducing Adversarial Vulnerability Using GANs. SYNASC 2022: 353-358

2010 – 2019

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2019
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Ciprian-Alin Simion, Dragos Teodor Gavrilut, Henri Luchian:
An Adversarial Machine Learning Approach to Evaluate the Robustness of a Security Solution. SYNASC 2019: 148-154

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