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☆130Updated 7 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆111Updated last year
- 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…☆38Updated 4 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆144Updated 2 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Updated 2 years ago
- Adversarial Malware Generator Using GANs☆55Updated last year
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆41Updated last year
- This is a paper list about Machine Learning for IDSes☆91Updated last year
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆227Updated 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…☆21Updated 4 years ago
- Transfer Learning for Image-Based Malware Classification☆46Updated 3 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）☆35Updated 4 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆29Updated 3 years ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆41Updated last year
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 4 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Updated 3 years ago
- Source code for 'Lemna: Explaining deep learning based security applications'.☆24Updated 5 years ago
- Training Vision Transformers from Scratch for Malware Classification☆29Updated 4 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.…☆42Updated 7 years ago
- ☆55Updated 6 years ago
- ☆18Updated 4 years ago
- ☆28Updated 5 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆48Updated 5 years ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆19Updated 7 years ago
- AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic usi…☆14Updated 5 years ago
- Codes for AICS'2019 challenge problem☆22Updated 6 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Updated 4 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆17Updated 6 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆15Updated 10 months ago
- We implement MalGAN to attack several PDF classifiers and evaluate the robustness of those models.☆26Updated 3 years ago