Gheorghe Balan

11 papers C 3Misc 4Journal 1Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Fine Tuning LLMs vs Non-Generative Machine Learning Models: A Comparative Study of Malware Detection. ICAART (3) Gheorghe Balan, Ciprian-Alin Simion, Dragos Teodor Gavrilut
2024	—	`conf`	Benchmarking Out of the Box Open-Source LLMs for Malware Detection Based on API Calls Sequences. IDEAL (1) Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut
2023	J	`jnl`	Feature mining and classifier selection for API calls-based malware detection. Appl. Intell. Gheorghe Balan, Ciprian-Alin Simion, Dragos Teodor Gavrilut, Henri Luchian
2023	Misc	`conf`	Using sequences of API Calls to identify and classify ransomware families. SYNASC Gheorghe Balan
2022	C	`conf`	Improving detection of malicious samples by using state-of-the-art adversarial machine learning algorithms. SIN Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut
2022	C	`conf`	Using API Calls for Sequence-Pattern Feature Mining-Based Malware Detection. ISPEC Gheorghe Balan, Dragos Teodor Gavrilut, Henri Luchian
2022	C	`conf`	Using GANs to Improve the Accuracy of Machine Learning Models for Malware Detection. IDEAL Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut
2019	Misc	`conf`	Improving Detection of Malicious Office Documents Using One-Side Classifiers. SYNASC Silviu Constantin Vitel, Gheorghe Balan, Dumitru-Bogdan Prelipcean
2019	Misc	`conf`	Preventing File-Less Attacks with Machine Learning Techniques. SYNASC Alexandru Gabriel Bucevschi, Gheorghe Balan, Dumitru-Bogdan Prelipcean
2019	—	`conf`	UAIC at SemEval-2019 Task 3: Extracting Much from Little. SemEval@NAACL-HLT Cristian Simionescu, Ingrid Stoleru, Diana Lucaci, Gheorghe Balan, Iulian Bute, Adrian Iftene
2018	Misc	`conf`	Detecting Java Compiled Malware using Machine Learning Techniques. SYNASC Gheorghe Balan, Adrian-Stefan Popescu