| COVID-19 kaggle literature organization ME Eren, N Solovyev, E Raff, C Nicholas, B Johnson Proceedings of the ACM Symposium on Document Engineering 2020, 1-4, 2020 | 23 | 2020 |
| Fedsplit: One-shot federated recommendation system based on non-negative joint matrix factorization and knowledge distillation ME Eren, LE Richards, M Bhattarai, R Yus, C Nicholas, BS Alexandrov arXiv preprint arXiv:2205.02359, 2022 | 19 | 2022 |
| Multi-dimensional anomalous entity detection via poisson tensor factorization ME Eren, JS Moore, BS Alexandro 2020 IEEE International Conference on Intelligence and Security Informatics …, 2020 | 18 | 2020 |
| General-purpose unsupervised cyber anomaly detection via non-negative tensor factorization ME Eren, JS Moore, E Skau, E Moore, M Bhattarai, G Chennupati, ... Digital Threats: Research and Practice 4 (1), 1-28, 2023 | 12 | 2023 |
| Senmfk-split: Large corpora topic modeling by semantic non-negative matrix factorization with automatic model selection ME Eren, N Solovyev, M Bhattarai, KØ Rasmussen, C Nicholas, ... Proceedings of the 22nd ACM Symposium on Document Engineering, 1-4, 2022 | 10 | 2022 |
| pydnmfk: Python distributed non negative matrix factorization M Bhattarai, B Nebgen, E Skau, M Eren, G Chennupati, R Vangara, ... GitHub. DOI: https://doi. org/10.5281/zenodo 4722448, 2021 | 10 | 2021 |
| Semi-supervised classification of malware families under extreme class imbalance via hierarchical non-negative matrix factorization with automatic model selection ME Eren, M Bhattarai, RJ Joyce, E Raff, C Nicholas, BS Alexandrov ACM Transactions on Privacy and Security 26 (4), 1-27, 2023 | 8 | 2023 |
| Distributed out-of-memory svd on cpu/gpu architectures I Boureima, M Bhattarai, ME Eren, N Solovyev, H Djidjev, BS Alexandrov 2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-8, 2022 | 8 | 2022 |
| Tensor Extraction of Latent Features (T-ELF) M Eren, N Solovyev, R Barron, M Bhattarai, D Truong, I Boureima, E Skau, ... https://github.com/lanl/T-ELF 22048 (10.5281/zenodo.10257897), 2023 | 7 | 2023 |
| Evading malware classifiers via monte carlo mutant feature discovery J Boutsikas, ME Eren, C Varga, E Raff, C Matuszek, C Nicholas arXiv preprint arXiv:2106.07860, 2021 | 7 | 2021 |
| Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization RC Barron, V Grantcharov, S Wanna, ME Eren, M Bhattarai, N Solovyev, ... 2024 International Conference on Machine Learning and Applications (ICMLA …, 2024 | 6 | 2024 |
| Distributed out-of-memory NMF on CPU/GPU architectures I Boureima, M Bhattarai, M Eren, E Skau, P Romero, S Eidenbenz, ... The Journal of Supercomputing 80 (3), 3970-3999, 2024 | 6 | 2024 |
| MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware M Eren, M Bhattarai, K Rasmussen, B Alexandrov, C Nicholas IEEE International Conference on Intelligence and Security Informatics (ISI), 3, 2023 | 5 | 2023 |
| One-shot federated group collaborative filtering ME Eren, M Bhattarai, N Solovyev, LE Richards, R Yus, C Nicholas, ... 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 5 | 2022 |
| Project-based learning continues to inspire cybersecurity students: the 2018--2019 SFS research studies at UMBC E Golaszewski, AT Sherman, L Oliva, PAH Peterson, MR Bailey, S Bohon, ... ACM inroads 11 (2), 46-54, 2020 | 5 | 2020 |
| Distributed Out-of-core NMF of Dense and Sparse Data on CPU/GPU Architectures with Automatic Model Selection for Exascale Data I Boureima, M Bhattarai, M Eren, E Skau, P Romero, S Eidenbenz, ... | 4 | 2022 |
| TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs S Wanna, N Solovyev, R Barron, ME Eren, M Bhattarai, KØ Rasmussen, ... Proceedings of the ACM Symposium on Document Engineering 2024, 1-4, 2024 | 3 | 2024 |
| Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization R Barron, ME Eren, M Bhattarai, S Wanna, N Solovyev, K Rasmussen, ... 2024 12th International Symposium on Digital Forensics and Security (ISDFS), 1-6, 2024 | 3 | 2024 |
| Classifying Malware Using Tensor Decomposition ME Eren, BS Alexandrov, C Nicholas Malware: Handbook of Prevention and Detection, 3-36, 2024 | 2 | 2024 |
| Catch'em all: Classification of Rare, Prominent, and Novel Malware Families ME Eren, R Barron, M Bhattarai, S Wanna, N Solovyev, K Rasmussen, ... 2024 12th International Symposium on Digital Forensics and Security (ISDFS), 1-6, 2024 | 2 | 2024 |
Boian S. AlexandrovTheoretical Division, Los Alamos National LabVerifisert e-postadresse på lanl.gov