Joyce, Robert J.

1. MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels
   2021/11/29 by Robert J. Joyce, Joyce, Robert J., Dev Amlani +5 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
2. Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection
   2023/09/12 by Eren, Maksim E., Bhattarai, Manish, Joyce, Robert J. +3 · 4 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
3. EMBER2024 -- A Benchmark Dataset for Holistic Evaluation of Malware Classifiers
   2025/06/05 by Joyce, Robert J., Miller, Gideon, Roth, Phil +5 · 6 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora
   2023/06/09 by Joyce, Robert J., Patel, Tirth, Nicholas, Charles +1 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Rank-1 Similarity Matrix Decomposition For Modeling Changes in Antivirus Consensus Through Time
   2021/12/28 by Robert J. Joyce, Edward Raff, Joyce, Robert J. +3 · 1 citation
   Immunology and Microbiology · Medicine · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #HIV Research and Treatment #Hepatitis C virus research #Influenza Virus Research Studies #Machine Learning (cs.LG)