Gheorghe Balan

According to our database, Gheorghe Balan authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Using sequences of API Calls to identify and classify ransomware families.

Gheorghe Balan

Proceedings of the 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2023

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 API Calls for Sequence-Pattern Feature Mining-Based Malware Detection.

Gheorghe Balan, Dragos Teodor Gavrilut, Henri Luchian

Proceedings of the Information Security Practice and Experience, 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

Improving Detection of Malicious Office Documents Using One-Side Classifiers.

Silviu Constantin Vitel, Gheorghe Balan, Dumitru-Bogdan Prelipcean

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

Preventing File-Less Attacks with Machine Learning Techniques.

Alexandru Gabriel Bucevschi, Gheorghe Balan, Dumitru-Bogdan Prelipcean

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

UAIC at SemEval-2019 Task 3: Extracting Much from Little.

Cristian Simionescu, Ingrid Stoleru, Diana Lucaci, Gheorghe Balan, Iulian Bute, Adrian Iftene

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

2018

Detecting Java Compiled Malware using Machine Learning Techniques.

Gheorghe Balan, Adrian-Stefan Popescu

Proceedings of the 20th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2018