MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels

MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels

29 November 2021

Papers citing "MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels"

12 / 12 papers shown

Title
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning Eric Li Yifan Zhang Yu Huang Kevin Leach 34 0 0 20 Sep 2024
Assemblage: Automatic Binary Dataset Construction for Machine Learning Chang Liu Rebecca Saul Yihao Sun Edward Raff Maya Fuchs Townsend Southard Pantano James Holt Kristopher K. Micinski 32 2 0 07 May 2024
Small Effect Sizes in Malware Detection? Make Harder Train/Test Splits! Tirth Patel Fred Lu Edward Raff Charles K. Nicholas Cynthia Matuszek James Holt 35 3 0 25 Dec 2023
Enhancing Enterprise Network Security: Comparing Machine-Level and Process-Level Analysis for Dynamic Malware Detection B. Pratomo Toby Jackson Pete Burnap Andrew Hood Eirini Anthi 15 0 0 27 Oct 2023
MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers R. Joyce Edward Raff Charles K. Nicholas James Holt 21 1 0 18 Oct 2023
Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance Savino Dambra Yufei Han Simone Aonzo Platon Kotzias Antonino Vitale Juan Caballero Davide Balzarotti Leyla Bilge 19 23 0 27 Jul 2023
AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale Malware Corpora R. Joyce Tirth Patel Charles K. Nicholas Edward Raff 17 4 0 09 Jun 2023
DroidBot-GPT: GPT-powered UI Automation for Android Hao Wen Hongmin Wang Jiaxuan Liu Yuanchun Li LM&Ro LM&MA 28 39 0 14 Apr 2023
Efficient Malware Analysis Using Metric Embeddings Ethan M. Rudd David B. Krisiloff Scott E. Coull Daniel Olszewski Edward Raff James Holt AAML 28 6 0 05 Dec 2022
Avast-CTU Public CAPE Dataset B. Bosanský Dominik Kouba Ondrej Manhal Thorsten Sick Viliam Lisý J. Kroustek P. Somol 72 5 0 06 Sep 2022
Marvolo: Programmatic Data Augmentation for Practical ML-Driven Malware Detection Michael D. Wong Edward Raff James Holt Ravi Netravali 26 2 0 07 Jun 2022
A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels R. Joyce Edward Raff Charles K. Nicholas 43 16 0 23 Sep 2021