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Maksim E. Eren is an early career scientist in A-4, Los Alamos National Laboratory (LANL) Advance Research in Cyber Systems division. He graduated Summa Cum Laude with a Computer Science Bachelor’s at University of Maryland Baltimore County (UMBC) in 2020 and Master’s in 2022. He is currently pursuing his Ph.D. at UMBC's DREAM Lab, and he is a Scholarship for Service CyberCorps alumnus. His interdisciplinary research interests lie at the intersection of machine learning and cybersecurity, with a concentration in tensor decomposition. His tensor decomposition-based research projects include large-scale malware detection and characterization, cyber anomaly detection, data privacy, text mining, and high performance computing. Maksim has developed and published state-of-the-art solutions in anomaly detection and malware characterization. He has also worked on various other machine learning research projects such as detecting malicious hidden code, adversarial analysis of malware classifiers, and federated learning. At LANL, Maksim was a member of the 2021 R&D 100 winning project SmartTensors, where he has released a fast tensor decomposition and anomaly detection software, contributed to the design and development of various other tensor decomposition libraries, and developed state-of-the-art text mining tools.

Maksim Ekin Eren's Projects

business-card-reader icon business-card-reader

Image processing and text classification to extract and categorize information from business cards

covid19-literature-clustering icon covid19-literature-clustering

An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals and researchers to find relevant research articles.

data-structures-game icon data-structures-game

The Data Structures Game is a competitive online game. The goal of this game is to help reinforce data structures concepts to students.

file-integrity-monitor icon file-integrity-monitor

Checks the integrity of files. Developed for Blue Team to be used in events such as CDE. Detect and log modified, removed and added files.

maldict icon maldict

Malware datasets tagged by behavior, platform, vulnerability, and packer

pycardisplay icon pycardisplay

pyCarDisplay is a Python library for simulating autonomous vehicle. It is developed to read the Kitti dataset and simulate an automated car. It can perform object detection, depth detection, IMU sensor simulation, Kalman Filtering, and display the results on a GUI.

pycp_als icon pycp_als

Python implementation of CP-ALS algorithm.

pydnmfk icon pydnmfk

Python Distributed Non Negative Matrix Factorization with custom clustering

pydntnk icon pydntnk

Python Distributed Non Negative Tensor Networks

pydrescalk icon pydrescalk

Distributed Non Negative RESCAL decomposition with estimation of latent features

pylzjd icon pylzjd

Python implementation of the LZJD algorithm

pyqbtns icon pyqbtns

Python Quantum Boolean Tensor Networks

rfot icon rfot

Random Forest of Tensors (RFoT) is a tensor decomposition based ensemble semi-supervised classifier.

safeface icon safeface

HoyaHacks 2018 Best Hardware Hack 2nd Place: Safe that uses face recognition to authenticate.

smile icon smile

Bitcamp 2018 Project - Use of Apple ML models to assist students prepare for interviews and presentations.

spam-message-classification icon spam-message-classification

Classify Spam Messages. Compare Tfid with plain text results, Hash Vectorizer with n-Grams results where n=2, and Burrows Wheeler Transform Distance (BWTD) with plain text and n-gram results.

starter-academic icon starter-academic

🎓 Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify

umd_data_challange_2020 icon umd_data_challange_2020

Ocean Clean up data analysis project for the UMD Data Challenge 2020. Data Exploration for a Sustainable Planet.

vision icon vision

HackUMBC Fall 2019 Winner: Assistant Smart Glasses that use voice recognition, image processing and object recognition, and text recognition to provide various simple features to serve as an assistant.

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