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Charles Nicholas

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Small Effect Sizes in Malware Detection? Make Harder Train/Test Splits!

Dec 25, 2023
Tirth Patel, Fred Lu, Edward Raff, Charles Nicholas, Cynthia Matuszek, James Holt

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

Sep 04, 2023
Maksim E. Eren, Manish Bhattarai, Kim Rasmussen, Boian S. Alexandrov, Charles Nicholas

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A Feature Set of Small Size for the PDF Malware Detection

Aug 10, 2023
Ran Liu, Charles Nicholas

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AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora

Jun 09, 2023
Robert J. Joyce, Tirth Patel, Charles Nicholas, Edward Raff

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Can Feature Engineering Help Quantum Machine Learning for Malware Detection?

May 03, 2023
Ran Liu, Maksim Eren, Charles Nicholas

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SeNMFk-SPLIT: Large Corpora Topic Modeling by Semantic Non-negative Matrix Factorization with Automatic Model Selection

Aug 21, 2022
Maksim E. Eren, Nick Solovyev, Manish Bhattarai, Kim Rasmussen, Charles Nicholas, Boian S. Alexandrov

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

May 04, 2022
Maksim E. Eren, Luke E. Richards, Manish Bhattarai, Roberto Yus, Charles Nicholas, Boian S. Alexandrov

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Out of Distribution Data Detection Using Dropout Bayesian Neural Networks

Feb 18, 2022
Andre T. Nguyen, Fred Lu, Gary Lopez Munoz, Edward Raff, Charles Nicholas, James Holt

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Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time

Dec 28, 2021
Robert J. Joyce, Edward Raff, Charles Nicholas

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MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels

Nov 29, 2021
Robert J. Joyce, Dev Amlani, Charles Nicholas, Edward Raff

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