ccc2876 / MalGANLinks
My replication of the paper "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN"
☆16Updated 5 years ago
Alternatives and similar repositories for MalGAN
Users that are interested in MalGAN are comparing it to the libraries listed below
Sorting:
- Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017☆126Updated 7 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆106Updated last year
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆140Updated 2 years ago
- 主题为”基于GAN的恶意软件对抗样本生成“。首先介绍了恶意软件发展现状，引出基于模式匹配、特征空间和问题空间三种方式去检测恶意软件。然后介绍了如何生成对抗样本攻击恶意软件检测器，详细介绍了基于GAN的恶意软件对抗样本的MalGAN框架，并对实验结果进行了对比。最后总结了结构…☆35Updated 4 years ago
- ☆55Updated 5 years ago
- This is a paper list about Machine Learning for IDSes☆89Updated 11 months ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆41Updated last year
- Source code for 'Lemna: Explaining deep learning based security applications'.☆24Updated 5 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆26Updated 3 years ago
- ☆17Updated 5 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆21Updated 3 years ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆217Updated 6 years ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆41Updated last year
- Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"☆106Updated last year
- This project contains 10010 ELF files (6165 IoT Botnet of different variant and 3845 benign files)☆9Updated 6 years ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆30Updated 3 years ago
- 机器学习安全相关论文、代码☆41Updated 5 years ago
- A set of methods to enable traffic classification using randomness tests. We also add an automated database creation algorithm.☆17Updated 4 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 3 years ago
- Code for the paper "Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning" (PETS 2019)☆49Updated 4 years ago
- Adversarial Malware Generator Using GANs☆54Updated last year
- Replication files for arXiv:1805.03735 Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic☆11Updated 6 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆18Updated 3 years ago
- Adversarial machine learning and explainable machine learning for cyber security☆11Updated 3 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆81Updated 3 years ago
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆41Updated 6 years ago
- ☆27Updated 4 years ago
- Codes for AICS'2019 challenge problem☆22Updated 5 years ago