Dataset for Malware Classification

RawMal-TF: Raw Malware Dataset Labeled by Type and Family

Authors: David Bálik, Martin Jureček, Mark Stamp | Published: 2025-06-30
Backdoor Detection
Prompt Injection
Dataset for Malware Classification
2025.06.30 2025.07.02
Literature Database

Breaking Out from the TESSERACT: Reassessing ML-based Malware Detection under Spatio-Temporal Drift

Authors: Theo Chow, Mario D'Onghia, Lorenz Linhardt, Zeliang Kan, Daniel Arp, Lorenzo Cavallaro, Fabio Pierazzi | Published: 2025-06-30
Bias
Dataset for Malware Classification
評価メトリクス
2025.06.30 2025.07.02
Literature Database

Malware families discovery via Open-Set Recognition on Android manifest permissions

Authors: Filippo Leveni, Matteo Mistura, Francesco Iubatti, Carmine Giangregorio, Nicolò Pastore, Cesare Alippi, Giacomo Boracchi | Published: 2025-05-19
Online Malware Detection
Dataset for Malware Classification
Malware Detection Method
2025.05.19 2025.05.28
Literature Database

Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification

Authors: Scott E. Coull, Christopher Gardner | Published: 2019-03-12 | Updated: 2019-03-20
Malware Classification Using CNN
Dataset for Malware Classification
Feature Interdependence
2019.03.12 2025.05.28
Literature Database

Machine Learning Aided Static Malware Analysis: A Survey and Tutorial

Authors: Andrii Shalaginov, Sergii Banin, Ali Dehghantanha, Katrin Franke | Published: 2018-08-03
API Calls
Dataset for Malware Classification
Machine Learning Method
2018.08.03 2025.05.28
Literature Database

Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers

Authors: Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici | Published: 2017-07-19 | Updated: 2018-06-24
Backdoor Attack
Dataset for Malware Classification
Certified Robustness
2017.07.19 2025.05.28
Literature Database