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Ciprian-Alin Simion

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

7

Venues

5

Active years

2019–2026

Best venue rank

C

Where they publish

Papers

7 indexed papers, newest first.

YearVenueTitleAuthors
2026SECRYPTFighting Cybercrime: Identifying Ransomware Families Using API Sequences and Retrieval-Augmented Ransom Note Analysis.Gheorghe Balan, Ciprian-Alin Simion, Dragos Teodor Gavrilut
2025ICAARTFine Tuning LLMs vs Non-Generative Machine Learning Models: A Comparative Study of Malware Detection.Gheorghe Balan, Ciprian-Alin Simion, Dragos Teodor Gavrilut
2024IDEALBenchmarking Out of the Box Open-Source LLMs for Malware Detection Based on API Calls Sequences.Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut
2022IDEALUsing GANs to Improve the Accuracy of Machine Learning Models for Malware Detection.Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut
2022SINImproving detection of malicious samples by using state-of-the-art adversarial machine learning algorithms.Ciprian-Alin Simion, Gheorghe Balan, Dragos Teodor Gavrilut
2022SYNASCReducing Adversarial Vulnerability Using GANs.Ciprian-Alin Simion
2019SYNASCAn Adversarial Machine Learning Approach to Evaluate the Robustness of a Security Solution.Ciprian-Alin Simion, Dragos Teodor Gavrilut, Henri Luchian