Azure / 2020-machine-learning-security-evasion-competition
2020 Machine Learning Security Evasion Competition
☆49Updated 4 years ago
Alternatives and similar repositories for 2020-machine-learning-security-evasion-competition:
Users that are interested in 2020-machine-learning-security-evasion-competition are comparing it to the libraries listed below
- Malware Bypass Research using Reinforcement Learning☆105Updated last year
- ☆79Updated 5 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆86Updated 10 months ago
- Defense from the 2020 Microsoft Evasion Competition☆16Updated 3 years ago
- Create adversarial attacks against machine learning Windows malware detectors☆218Updated last week
- Automated Yara Rule generation using Biclustering☆66Updated 3 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆54Updated 3 years ago
- Forecasting Malware Capabilities From Cyber Attack Memory Images☆32Updated 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…☆44Updated last week
- Pytorch implementation of MalConv☆72Updated 3 years ago
- ☆22Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆69Updated 2 years ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆29Updated 3 years ago
- Malware datasets tagged by behavior, platform, vulnerability, and packer☆23Updated last year
- 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
- ☆19Updated 3 years ago
- IoT Security Reading List☆62Updated 5 years ago
- ☆36Updated last year
- AVCLASS++: Yet Another Massive Malware Labeling Tool☆14Updated 5 years ago
- Adversarial Malware Generator Using GANs☆53Updated 8 months ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆62Updated 4 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆17Updated 5 years ago
- Documentation, source code, and data links for Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features …☆26Updated 9 years ago
- Framework for Adversarial Malware Evaluation.☆34Updated 3 weeks ago
- Hybrid Machine Learning Model for Malware Detection based on Windows Kernel Emulation☆39Updated 2 years ago
- ☆15Updated 3 years ago
- ☆58Updated 4 years ago
- Security ML models encoded as Yara rules☆214Updated last year
- Code for the paper "EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis"☆28Updated last year
- Additional code and data for the automated malware generation paper☆12Updated 11 months ago