Ciprian-Alin Simion

According to our database, Ciprian-Alin Simion authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of four.

2025

Fine Tuning LLMs vs Non-Generative Machine Learning Models: A Comparative Study of Malware Detection.

Gheorghe Balan, Ciprian-Alin Simion, Dragos Teodor Gavrilut

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

2024

Benchmarking Out of the Box Open-Source LLMs for Malware Detection Based on API Calls Sequences.

Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

2023

Feature mining and classifier selection for API calls-based malware detection.

Gheorghe Balan, Ciprian-Alin Simion, Dragos Teodor Gavrilut, Henri Luchian

Appl. Intell., December, 2023

2022

Reducing Adversarial Vulnerability Using GANs.

Ciprian-Alin Simion

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

Improving detection of malicious samples by using state-of-the-art adversarial machine learning algorithms.

Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut

Proceedings of the 15th International Conference on Security of Information and Networks, 2022

Using GANs to Improve the Accuracy of Machine Learning Models for Malware Detection.

Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

2019

An Adversarial Machine Learning Approach to Evaluate the Robustness of a Security Solution.

Ciprian-Alin Simion, Dragos Teodor Gavrilut, Henri Luchian

Proceedings of the 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2019