bitsecurerlab / MAB-malware
MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-armed bandit (MAB) problem, by treating each action-content pair as an independent slot machine.
☆14Updated 3 years ago
Alternatives and similar repositories for MAB-malware:
Users that are interested in MAB-malware are comparing it to the libraries listed below
- Discovering Malicious Functionality through Binary Reconstruction☆52Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆69Updated 2 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆49Updated 9 months ago
- ☆28Updated 2 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆43Updated 3 years ago
- Code for our DLS'21 paper - BODMAS: An Open Dataset for Learning based Temporal Analysis of PE Malware. BODMAS is short for Blue Hexagon …☆76Updated 10 months ago
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆42Updated last year
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆20Updated 2 years ago
- ☆17Updated 2 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆12Updated 4 years ago
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆29Updated 2 months ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆62Updated 4 years ago
- A curated list of malware-related papers.☆23Updated 11 months ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆80Updated 2 years ago
- ☆21Updated 4 years ago
- ☆15Updated 3 years ago
- This is the official repository for VulHawk.☆68Updated last year
- ☆11Updated 3 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆11Updated 3 weeks ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆84Updated 7 months ago
- Few-Shot malware classification using fused features of static analysis and dynamic analysis （基于静态+动态分析的混合特征的小样本恶意代码分类框架）☆29Updated 3 years ago
- ☆19Updated 11 months ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆55Updated last year
- Create adversarial attacks against machine learning Windows malware detectors☆214Updated 2 weeks ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆52Updated 11 months ago
- ☆11Updated 7 months ago
- the instructions about request access to AdvDroidZero☆10Updated 10 months ago
- Offical Implementation for PalmTree☆139Updated last year
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆35Updated 2 years ago
- ☆35Updated 6 months ago