Dataset for Malware Classification

CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning

Authors: Lauren Deason, Adam Bali, Ciprian Bejean, Diana Bolocan, James Crnkovich, Ioana Croitoru, Krishna Durai, Chase Midler, Calin Miron, David Molnar, Brad Moon, Bruno Ostarcevic, Alberto Peltea, Matt Rosenberg, Catalin Sandu, Arthur Saputkin, Sagar Shah, Daniel Stan, Ernest Szocs, Shengye Wan, Spencer Whitman, Sven Krasser, Joshua Saxe | Published: 2025-09-24
Security Metric
Dataset for Malware Classification
Information Leakage Analysis
2025.09.24 2025.09.26
Literature Database

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