Robert J. Joyce

21 papers A 1B 2Journal 11Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	ClarAVy: A Tool for Scalable and Accurate Malware Family Labeling. WWW (Companion Volume) Robert J. Joyce, Derek Everett, Maya Fuchs, Edward Raff, James Holt
2025	J	`jnl`	ClarAVy: A Tool for Scalable and Accurate Malware Family Labeling. CoRR Robert J. Joyce, Derek Everett, Maya Fuchs, Edward Raff, James Holt
2025	—	`conf`	EMBER2024 - A Benchmark Dataset for Holistic Evaluation of Malware Classifiers. KDD (2) Robert J. Joyce, Gideon Miller, Phil Roth, Richard Zak, Elliott Zaresky-Williams, Hyrum S. Anderson, Edward Raff, James Holt
2025	J	`jnl`	EMBER2024 - A Benchmark Dataset for Holistic Evaluation of Malware Classifiers. CoRR Robert J. Joyce, Gideon Miller, Phil Roth, Richard Zak, Elliott Zaresky-Williams, Hyrum S. Anderson, Edward Raff, James Holt
2025	—	`conf`	Ransomware in Active Directory: A Dataset and Analysis of Early-Stage Behavior. ACSAC Workshops Prajna Bhandary, Charles Nicholas, Robert J. Joyce, Bojing Li
2025	A	`conf`	Zipf-Gramming: Scaling Byte N-Grams Up to Production Sized Malware Corpora. CIKM Edward Raff, Ryan R. Curtin, Derek Everett, Robert J. Joyce, James Holt
2025	J	`jnl`	Zipf-Gramming: Scaling Byte N-Grams Up to Production Sized Malware Corpora. CoRR Edward Raff, Ryan R. Curtin, Derek Everett, Robert J. Joyce, James Holt
2024	—	`conf`	Ransomware Evolution: Unveiling Patterns Using HDBSCAN. CAMLIS Prajna Bhandary, Robert J. Joyce, Charles Nicholas
2023	—	`conf`	AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora. AISec@CCS Robert J. Joyce, Tirth Patel, Charles Nicholas, Edward Raff
2023	J	`jnl`	AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora. CoRR Robert J. Joyce, Tirth Patel, Charles Nicholas, Edward Raff
2023	B	`conf`	Evaluating Representativeness in PDF Malware Datasets: A Comparative Study and a New Dataset. IEEE Big Data Ran Liu, Robert J. Joyce, Cynthia Matuszek, Charles Nicholas
2023	J	`jnl`	MOTIF: A Malware Reference Dataset with Ground Truth Family Labels. Comput. Secur. Robert J. Joyce, Dev Amlani, Charles Nicholas, Edward Raff
2023	—	`conf`	MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers. CAMLIS Robert J. Joyce, Edward Raff, Charles Nicholas, James Holt
2023	J	`jnl`	MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers. CoRR Robert J. Joyce, Edward Raff, Charles Nicholas, James Holt
2023	J	`jnl`	Semi-Supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection. ACM Trans. Priv. Secur. Maksim Ekin Eren, Manish Bhattarai, Robert J. Joyce, Edward Raff, Charles Nicholas, Boian S. Alexandrov
2023	J	`jnl`	Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection. CoRR Maksim Ekin Eren, Manish Bhattarai, Robert J. Joyce, Edward Raff, Charles Nicholas, Boian S. Alexandrov
2022	J	`jnl`	Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time. CoRR Robert J. Joyce, Edward Raff, Charles Nicholas
2021	—	`conf`	A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels. AISec@CCS Robert J. Joyce, Edward Raff, Charles Nicholas
2021	J	`jnl`	A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels. CoRR Robert J. Joyce, Edward Raff, Charles Nicholas
2021	B	`conf`	Document engineering issues in malware analysis. DocEng Charles Nicholas, Robert J. Joyce, Steve Simske
2021	J	`jnl`	MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels. CoRR Robert J. Joyce, Dev Amlani, Charles Nicholas, Edward Raff