| 2015 | FC | Multi-class Traffic Morphing for Encrypted VoIP Communication. | W. Brad Moore, Henry Tan, Micah Sherr, Marcus A. Maloof |
| 2013 | CIKM | Rank-energy selective query forwarding for distributed search systems. | Amin Y. Teymorian, Ophir Frieder, Marcus A. Maloof |
| 2008 | ICDM | Paired Learners for Concept Drift. | Stephen H. Bach, Marcus A. Maloof |
| 2007 | RAID | elicit: A System for Detecting Insiders Who Violate Need-to-Know. | Marcus A. Maloof, Gregory D. Stephens |
| 2005 | ICML | Using additive expert ensembles to cope with concept drift. | Jeremy Z. Kolter, Marcus A. Maloof |
| 2004 | KDD | Learning to detect malicious executables in the wild. | Jeremy Z. Kolter, Marcus A. Maloof |
| 2003 | ICDM | Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift. | Jeremy Z. Kolter, Marcus A. Maloof |
| 2003 | IJCNN | Incremental rule learning with partial instance memory for changing concepts. | Marcus A. Maloof |
| 2002 | ICPR | On Machine Learning, ROC Analysis, and Statistical Tests of Significance. | Marcus A. Maloof |
| 2002 | ISMIS | Incremental Learning with Partial Instance Memory. | Marcus A. Maloof, Ryszard S. Michalski |
| 2000 | ICML | An Initial Study of an Adaptive Hierarchical Vision System. | Marcus A. Maloof |
| 1998 | WACV | Generalizing over aspect and location for rooftop detection. | Marcus A. Maloof, Pat Langley, Thomas O. Binford, Ramakant Nevatia |
| 1995 | ICTAI | A method for partial-memory incremental learning and its application to computer intrusion detection. | Marcus A. Maloof, Ryszard S. Michalski |
| 1993 | ICTAI | Modifying Rete to Reason Temporally. | Marcus A. Maloof, Krys J. Kochut |