Neurlux: Dynamic Malware Analysis Without Feature Engineering

24 October 2019

Papers citing "Neurlux: Dynamic Malware Analysis Without Feature Engineering"

8 / 8 papers shown

Title
SLIFER: Investigating Performance and Robustness of Malware Detection Pipelines Andrea Ponte Dmitrijs Trizna Christian Scano Battista Biggio Ivan Tesfai Ogbu Fabio Roli 49 0 0 23 May 2024
Nebula: Self-Attention for Dynamic Malware Analysis Dmitrijs Trizna Christian Scano Battista Biggio Fabio Roli 24 13 0 19 Sep 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
MalIoT: Scalable and Real-time Malware Traffic Detection for IoT Networks Ethan Weitkamp Yusuke Satani Adam Omundsen Jingwen Wang Peilong Li 9 2 0 02 Apr 2023
Avast-CTU Public CAPE Dataset B. Bosanský Dominik Kouba Ondrej Manhal Thorsten Sick Viliam Lisý J. Kroustek P. Somol 75 5 0 06 Sep 2022
An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification Ferhat Demirkiran Aykut Çayır U. Ünal Hasan Dag 38 42 0 25 Dec 2021
Semantic-aware Binary Code Representation with BERT Hyungjoon Koo Soyeon Park Daejin Choi Taesoo Kim 27 23 0 10 Jun 2021
Malware Makeover: Breaking ML-based Static Analysis by Modifying Executable Bytes Keane Lucas Mahmood Sharif Lujo Bauer Michael K. Reiter S. Shintre AAML 31 66 0 19 Dec 2019