gnipping / Awesome-Malware-Related-PapersLinks
A curated list of malware-related papers.
☆30Updated last year
Alternatives and similar repositories for Awesome-Malware-Related-Papers
Users that are interested in Awesome-Malware-Related-Papers are comparing it to the libraries listed below
Sorting:
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆46Updated 3 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆35Updated 3 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆58Updated last year
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆70Updated last year
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆88Updated 2 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Updated 3 years ago
- A unified framework for AI-enhanced code analysis.☆9Updated 2 years ago
- 从Androzoo下载数据集，区分年份以及良性/恶意应用，支持协程、代理、断点继续、错误重试等☆50Updated last year
- This is the official repository for VulHawk.☆71Updated 2 years ago
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆69Updated 8 months ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆53Updated last year
- ☆29Updated 10 months ago
- ☆11Updated last year
- ☆40Updated last month
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆28Updated 2 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆71Updated 2 years ago
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆49Updated 3 months ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆12Updated 4 months ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆146Updated last year
- ☆40Updated 4 years ago
- Official code of jTrans: Jump-Aware Transformer for Binary Code Similarity Detection☆162Updated 3 months ago
- Discovering Malicious Functionality through Binary Reconstruction☆55Updated 3 years 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）☆32Updated 3 years ago
- ☆23Updated last year
- Artifacts for our USENIX Security '24 paper: "Code is not Natural Language: Unlock the Power of Semantics-Oriented Graph Representation f…☆71Updated 7 months ago
- ☆19Updated 11 months ago
- ☆18Updated last year
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Updated 4 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆46Updated last year
- the instructions about request access to AdvDroidZero☆12Updated last year