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Robert J. Joyce
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2020 – today
- 2023
- [j2]Robert J. Joyce, Dev Amlani, Charles Nicholas, Edward Raff
:
MOTIF: A Malware Reference Dataset with Ground Truth Family Labels. Comput. Secur. 124: 102921 (2023) - [j1]Maksim Ekin Eren
, Manish Bhattarai
, Robert J. Joyce
, Edward Raff
, Charles Nicholas
, Boian S. Alexandrov
:
Semi-Supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection. ACM Trans. Priv. Secur. 26(4): 48:1-48:27 (2023) - [c5]Ran Liu, Robert J. Joyce, Cynthia Matuszek, Charles Nicholas:
Evaluating Representativeness in PDF Malware Datasets: A Comparative Study and a New Dataset. IEEE Big Data 2023: 3017-3024 - [c4]Robert J. Joyce, Edward Raff, Charles Nicholas, James Holt:
MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers. CAMLIS 2023: 105-121 - [c3]Robert J. Joyce
, Tirth Patel
, Charles Nicholas
, Edward Raff
:
AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora. AISec@CCS 2023: 185-196 - [i6]Robert J. Joyce, Tirth Patel, Charles Nicholas, Edward Raff:
AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora. CoRR abs/2306.06228 (2023) - [i5]Maksim Ekin Eren, Manish Bhattarai, Robert J. Joyce, Edward Raff, Charles Nicholas, Boian S. Alexandrov:
Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection. CoRR abs/2309.06643 (2023) - [i4]Robert J. Joyce, Edward Raff, Charles Nicholas, James Holt:
MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers. CoRR abs/2310.11706 (2023) - 2022
- [i3]Robert J. Joyce, Edward Raff, Charles Nicholas:
Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time. CoRR abs/2201.00757 (2022) - 2021
- [c2]Robert J. Joyce, Edward Raff
, Charles Nicholas:
A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels. AISec@CCS 2021: 73-84 - [c1]Charles Nicholas, Robert J. Joyce, Steve Simske:
Document engineering issues in malware analysis. DocEng 2021: 2:1 - [i2]Robert J. Joyce, Edward Raff, Charles Nicholas:
A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels. CoRR abs/2109.11126 (2021) - [i1]Robert J. Joyce, Dev Amlani, Charles Nicholas, Edward Raff:
MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels. CoRR abs/2111.15031 (2021)
Coauthor Index
aka: Charles Nicholas
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