| MOTIF: A Malware Reference Dataset with Ground Truth Family Labels RJ Joyce, D Amlani, C Nicholas, E Raff Computers & Security 124, 102921, 2023 | 22 | 2023 |
| A framework for cluster and classifier evaluation in the absence of reference labels RJ Joyce, E Raff, C Nicholas Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security …, 2021 | 14 | 2021 |
| MOTIF: A large malware reference dataset with ground truth family labels RJ Joyce, D Amlani, C Nicholas, E Raff arXiv preprint arXiv:2111.15031, 2021 | 12 | 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, 2023 | 3 | 2023 |
| AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora RJ Joyce, T Patel, C Nicholas, E Raff arXiv preprint arXiv:2306.06228, 2023 | 1 | 2023 |
| Malware Antivirus Scan Pattern Mining via Tensor Decomposition P Bhandary, C Vieson, A Kiendrebeogo, I Adetunji, RJ Joyce, ME Eren, ... | 1 | 2022 |
| Document engineering issues in malware analysis C Nicholas, RJ Joyce, S Simske Proceedings of the 21st ACM Symposium on Document Engineering, 1-1, 2021 | 1 | 2021 |
| Malware Attribution Using the Rich Header RJ Joyce, K Bilzer, S Burke Jan, 2019 | 1 | 2019 |
| MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers RJ Joyce, E Raff, C Nicholas, J Holt arXiv preprint arXiv:2310.11706, 2023 | | 2023 |
| System and method for modeling correlation in a sourcing model using similarity matrix decomposition R Joyce, ESP Raff US Patent App. 17/517,241, 2023 | | 2023 |
| Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time RJ Joyce, E Raff, C Nicholas arXiv preprint arXiv:2201.00757, 2021 | | 2021 |
| Evaluating Automatic Malware Classifiers in the Absence of Reference Labels RJ Joyce University of Maryland, Baltimore County, 2020 | | 2020 |
Charles NicholasUMBCAdresse e-mail validée de umbc.edu
