Semi-Supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection.

[BibT_eX]

[DOI]

Maksim Ekin Eren

Manish Bhattarai

ACM Trans. Priv. Secur., November, 2023

Can Feature Engineering Help Quantum Machine Learning for Malware Detection?

[BibT_eX]

[DOI]

Ran Liu

Maksim Ekin Eren

Charles Nicholas

CoRR, 2023

Electrical Grid Anomaly Detection via Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Military Communications Conference, 2023

MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2023

Interactive Distillation of Large Single-Topic Corpora of Scientific Papers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2022

Distributed Out-of-Memory NMF of Dense and Sparse Data on CPU/GPU Architectures with Automatic Model Selection for Exascale Data.

[BibT_eX]

[DOI]

CoRR, 2022

One-Shot Federated Group Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Distributed Out-of-Memory SVD on CPU/GPU Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

SeNMFk-SPLIT: large corpora topic modeling by semantic non-negative matrix factorization with automatic model selection.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM Symposium on Document Engineering, 2022

2021

Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery.

[BibT_eX]

[DOI]

CoRR, 2021

COVID-19 multidimensional kaggle literature organization.

[BibT_eX]

[DOI]

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

2020

Project-based learning continues to inspire cybersecurity students: the 2018-2019 SFS research studies at UMBC.

[BibT_eX]

[DOI]

Inroads, 2020

Multi-Dimensional Anomalous Entity Detection via Poisson Tensor Factorization.

[BibT_eX]

[DOI]

Maksim Ekin Eren

Juston S. Moore

Boian S. Alexandrov

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2020

COVID-19 Kaggle Literature Organization.

[BibT_eX]

[DOI]

Proceedings of the DocEng '20: ACM Symposium on Document Engineering 2020, Virtual Event, CA, USA, September 29, 2020

Maksim Ekin Eren

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