most citedEMBER2024 -- A Benchmark Dataset for Holistic Evaluation of Malware Classifiers

24 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

2 papers

cs.CR2025

Zipf-Gramming: Scaling Byte N-Grams Up to Production Sized Malware Corpora

Edward Raff, Ryan R. Curtin, Derek Everett +2

A classifier using byte n-grams as features is the only approach we have found fast enough to meet requirements in size (sub 2 MB), speed (multiple GB/s), and latency (sub 10 ms) f…

cs.CR2025★ 24 cited

EMBER2024 -- A Benchmark Dataset for Holistic Evaluation of Malware Classifiers

Robert J. Joyce, Gideon Miller, Phil Roth +5

A lack of accessible data has historically restricted malware analysis research, and practitioners have relied heavily on datasets provided by industry sources to advance. Existing…