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☆140Updated 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☆26Updated 3 years ago
- ☆55Updated 5 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
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆70Updated 4 months ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 3 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆94Updated 2 years ago
- Datasets used in the StreamSpot experiments☆61Updated 9 years ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆82Updated 2 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆33Updated last year
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆69Updated 3 years ago
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆166Updated 2 years ago
- ☆26Updated 3 years ago
- A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph☆15Updated 8 years ago
- ☆23Updated 4 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Updated 4 years ago
- Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017☆126Updated 7 years ago
- ☆23Updated 4 years ago
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆11Updated last year
- An automatic packet crafting tool for evading learning-based NIDS☆82Updated 3 years ago
- This is a paper list about Machine Learning for IDSes☆89Updated last year
- Have fun with audit log analysis :)☆152Updated last year
- GraphChi's C++ version. Big Data - small machine.☆17Updated 4 years ago
- ☆16Updated 4 years ago
- Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with…☆41Updated last year
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆89Updated 2 years ago
- source code for USENIX Security paper xNIDS☆46Updated last year
- ☆101Updated 4 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago