Maksim Ekin Eren

According to our database, Maksim Ekin Eren authored at least 25 papers between 2020 and 2024.

Collaborative distances:

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

2024

Correction to: Distributed out-of-memory NMF on CPU/GPU architectures.

Ismael Boureima, Manish Bhattarai, Maksim Ekin Eren, Erik Skau, Philip Romero, Stephan J. Eidenbenz, Boian S. Alexandrov

J. Supercomput., March, 2024

Distributed out-of-memory NMF on CPU/GPU architectures.

Ismael Boureima, Manish Bhattarai, Maksim Ekin Eren, Erik Skau, Philip Romero, Stephan J. Eidenbenz, Boian S. Alexandrov

J. Supercomput., February, 2024

Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization.

Ryan Barron, Ves Grantcharov, Selma Wanna, Maksim Ekin Eren, Manish Bhattarai, Nick Solovyev, George Tompkins, Charles Nicholas, Kim Ø. Rasmussen, Cynthia Matuszek, Boian S. Alexandrov

CoRR, 2024

Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs.

Afia Anjum, Maksim Ekin Eren, Ismael Boureima, Boian S. Alexandrov, Manish Bhattarai

CoRR, 2024

Binary Bleed: Fast Distributed and Parallel Method for Automatic Model Selection.

Ryan Barron, Maksim Ekin Eren, Manish Bhattarai, Ismael Boureima, Cynthia Matuszek, Boian S. Alexandrov

CoRR, 2024

Catch'em all: Classification of Rare, Prominent, and Novel Malware Families.

Maksim Ekin Eren, Ryan Barron, Manish Bhattarai, Selma Wanna, Nicholas Solovyev, Kim Ø. Rasmussen, Boian S. Alexandrov, Charles Nicholas

CoRR, 2024

Catch'em all: Classification of Rare, Prominent, and Novel Malware Families.

Maksim Ekin Eren, Ryan Barron, Manish Bhattarai, Selma Wanna, Nicholas Solovyev, Kim Ø. Rasmussen, Boian S. Alcxandrov, Charles Nicholas

Proceedings of the 12th International Symposium on Digital Forensics and Security, 2024

Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization.

Ryan Barron, Maksim Ekin Eren, Manish Bhattarai, Selma Wanna, Nick Solovyev, Kim Ø. Rasmussen, Boian S. Alexandrov, Charles Nicholas, Cynthia Matuszek

Proceedings of the 12th International Symposium on Digital Forensics and Security, 2024

TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs.

Selma Wanna, Nicholas Solovyev, Ryan Barron, Maksim Ekin Eren, Manish Bhattarai, Kim Ø. Rasmussen, Boian S. Alexandrov

Proceedings of the ACM Symposium on Document Engineering 2024, 2024

2023

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

Maksim Ekin Eren, Manish Bhattarai, Robert J. Joyce, Edward Raff, Charles Nicholas, Boian S. Alexandrov

ACM Trans. Priv. Secur., November, 2023

General-purpose Unsupervised Cyber Anomaly Detection via Non-negative Tensor Factorization.

Maksim Ekin Eren, Juston S. Moore, Erik Skau, Elisabeth Moore, Manish Bhattarai, Gopinath Chennupati, Boian S. Alexandrov

DTRAP, 2023

Can Feature Engineering Help Quantum Machine Learning for Malware Detection?

Ran Liu, Maksim Ekin Eren, Charles Nicholas

CoRR, 2023

Electrical Grid Anomaly Detection via Tensor Decomposition.

Alexander Most, Maksim Ekin Eren, Boian S. Alexandrov, Nigel Lawrence

Proceedings of the IEEE Military Communications Conference, 2023

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

Maksim Ekin Eren, Manish Bhattarai, Kim Ø. Rasmussen, Boian S. Alexandrov, Charles Nicholas

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

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

Nicholas Solovyev, Ryan Barron, Manish Bhattarai, Maksim Ekin Eren, Kim Ø. Rasmussen, Boian S. Alexandrov

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.

Maksim Ekin Eren, Luke E. Richards, Manish Bhattarai, Roberto Yus, Charles Nicholas, Boian S. Alexandrov

CoRR, 2022

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

Ismael Boureima, Manish Bhattarai, Maksim Ekin Eren, Erik Skau, Philip Romero, Stephan J. Eidenbenz, Boian S. Alexandrov

CoRR, 2022

One-Shot Federated Group Collaborative Filtering.

Maksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev, Luke E. Richards, Roberto Yus, Charles Nicholas, Boian S. Alexandrov

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

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

Ismael Boureima, Manish Bhattarai, Maksim Ekin Eren, Nick Solovyev, Hristo N. Djidjev, Boian S. Alexandrov

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.

Maksim Ekin Eren, Nick Solovyev, Manish Bhattarai, Kim Ø. Rasmussen, Charles Nicholas, Boian S. Alexandrov

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

2021

Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery.

John Boutsikas, Maksim Ekin Eren, Charles K. Varga, Edward Raff, Cynthia Matuszek, Charles Nicholas

CoRR, 2021

COVID-19 multidimensional kaggle literature organization.

Maksim Ekin Eren, Nick Solovyev, Chris Hamer, Renee McDonald, Boian S. Alexandrov, Charles Nicholas

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.

Enis Golaszewski, Alan T. Sherman, Linda Oliva, Peter A. H. Peterson, Michael R. Bailey, Scott Bohon, Cyrus J. Bonyadi, Casey Borror, Ryan Coleman, Johannah Flenner, Elias Enamorado, Maksim Ekin Eren, Mohammad Khan, Emmanuel Larbi, Kyle Marshall, William Morgan, Lauren Mundy, Gabriel Onana, Selma Gomez Orr, Lauren Parker, Caleb Pinkney, Mykah Rather, Jimmy Rodriguez, Bryan Solis, Wubnyonga Tete, Tsigereda B. Tsega, Edwin Valdez, Charles K. Varga, Brian Weber, Ryan Wnuk-Fink, Armand Yonkeu, Lindsay Zetlmeisl, Damian Doyle, Casey O'Brien, Joseph Roundy, Jack Suess

Inroads, 2020

Multi-Dimensional Anomalous Entity Detection via Poisson Tensor Factorization.

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.

Maksim Ekin Eren, Nick Solovyev, Edward Raff, Charles Nicholas, Ben Johnson

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