nitishabharathi / LEMNALinks
Source code for 'Lemna: Explaining deep learning based security applications'.
☆24Updated 5 years ago
Alternatives and similar repositories for LEMNA
Users that are interested in LEMNA are comparing it to the libraries listed below
Sorting:
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆144Updated 2 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 4 years ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆73Updated 10 months ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆29Updated 3 years ago
- ☆55Updated 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…☆38Updated 4 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆98Updated 2 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Updated 2 years ago
- This is a paper list about Machine Learning for IDSes☆91Updated last year
- Datasets used in the StreamSpot experiments☆66Updated 9 years ago
- ☆17Updated 5 years ago
- Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017☆130Updated 7 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆35Updated last year
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆176Updated 3 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆84Updated 4 years ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆41Updated last year
- ☆24Updated 5 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Updated 3 years ago
- ☆27Updated 4 years ago
- ☆16Updated 6 years ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆83Updated 2 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆38Updated 3 years ago
- Have fun with audit log analysis :)☆153Updated last year
- A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph☆15Updated 8 years ago
- ☆15Updated 2 years ago
- ☆28Updated 4 years ago
- Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"☆111Updated 2 years ago
- ☆18Updated 4 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆16Updated 10 months ago
- Material from the DARPA Transparent Computing Program☆224Updated 5 years ago