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☆128Updated 7 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆144Updated 2 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆110Updated last year
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Updated 4 years ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆42Updated last year
- ☆27Updated 4 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 3 years ago
- ☆26Updated 2 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☆28Updated 3 years ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆223Updated 6 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
- ☆20Updated 4 years ago
- Source code for 'Lemna: Explaining deep learning based security applications'.☆24Updated 5 years ago
- ☆55Updated 6 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆84Updated 3 years ago
- Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"☆111Updated 2 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 5 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago
- Code for the IEEE S&P 2018 paper 'Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning'☆53Updated 4 years ago
- Code for the paper "Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning" (PETS 2019)☆49Updated 5 years ago
- Adversarial Malware Generator Using GANs☆55Updated last year
- This is a paper list about Machine Learning for IDSes☆90Updated last year
- manojkumar-github / Intrusion-Detection-System-for-IoT-networks-using-Gated-Recurrent-Neural-Networks-GRUAn Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆33Updated 7 years ago
- Adversarial machine learning and explainable machine learning for cyber security☆12Updated 3 years ago
- 机器学习安全相关论文、代码☆42Updated 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…☆20Updated 4 years ago
- Using NSL_KDD data☆28Updated 6 years ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated last year
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆49Updated last year