Azure / 2021-machine-learning-security-evasion-competition
☆19Updated 3 years ago
Alternatives and similar repositories for 2021-machine-learning-security-evasion-competition:
Users that are interested in 2021-machine-learning-security-evasion-competition are comparing it to the libraries listed below
- 2020 Machine Learning Security Evasion Competition☆49Updated 4 years ago
- ☆77Updated 5 years ago
- Malware Bypass Research using Reinforcement Learning☆104Updated 11 months ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆29Updated 3 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆58Updated 2 years ago
- Create adversarial attacks against machine learning Windows malware detectors☆218Updated 2 months ago
- Pytorch implementation of MalConv☆72Updated 3 years ago
- A library for adversarial classifier evasion☆41Updated 10 years ago
- Universal Robustness Evaluation Toolkit (for Evasion)☆32Updated last year
- Defense from the 2020 Microsoft Evasion Competition☆16Updated 3 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆85Updated 9 months ago
- PhD/MSc course on Machine Learning Security (Univ. Cagliari)☆208Updated 3 months ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆50Updated 10 months 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 …☆79Updated last year
- Malware datasets tagged by behavior, platform, vulnerability, and packer☆22Updated last year
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆62Updated 4 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…☆44Updated 2 years ago
- An evolutionary framework for evading machine learning-based malware classifiers.☆110Updated 2 years ago
- Command line tool for launching attacks against Machine Learning Malware detectors.☆18Updated last year
- Adversarial Malware Generator Using GANs☆53Updated 8 months ago
- Privacy Testing for Deep Learning☆198Updated last year
- ☆20Updated last year
- Transformer Neural Network from Dynamic Malware Detection☆28Updated 8 months ago
- A Python library for Secure and Explainable Machine Learning☆172Updated 2 months ago
- Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017☆122Updated 6 years ago
- Automated Yara Rule generation using Biclustering☆67Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆69Updated 2 years ago
- Forecasting Malware Capabilities From Cyber Attack Memory Images☆32Updated 2 years ago
- ☆14Updated 6 years ago
- ☆122Updated 3 years ago