FutureComputing4AI / MalConv2
Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection
☆62Updated 4 years ago
Alternatives and similar repositories for MalConv2:
Users that are interested in MalConv2 are comparing it to the libraries listed below
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆49Updated 9 months ago
- 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 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
- ☆77Updated 5 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆43Updated 3 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆20Updated 2 years ago
- Create adversarial attacks against machine learning Windows malware detectors☆214Updated 3 weeks ago
- ☆27Updated 4 years ago
- ☆28Updated 2 years ago
- Malware Bypass Research using Reinforcement Learning☆104Updated 9 months ago
- A neural approach to malware detection in portable executables☆79Updated last year
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆12Updated 4 years ago
- Pytorch implementation of MalConv☆72Updated 3 years ago
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆29Updated 2 months ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆84Updated 8 months ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆105Updated 6 months ago
- Malware datasets tagged by behavior, platform, vulnerability, and packer☆21Updated 11 months ago
- Dataset with labeled benign and malicious files 🗃️☆110Updated last year
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆55Updated last year
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆57Updated 2 years ago
- ☆35Updated 6 months ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 6 years ago
- ☆21Updated 3 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆17Updated 5 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)☆30Updated 3 years ago
- Training Vision Transformers from Scratch for Malware Classification☆28Updated 3 years ago
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆12Updated 9 months ago
- Malware Classification using Machine learning☆70Updated 3 months ago