alewarne / explain-mlsecLinks
☆17Updated 5 years ago
Alternatives and similar repositories for explain-mlsec
Users that are interested in explain-mlsec are comparing it to the libraries listed below
Sorting:
- Source code for 'Lemna: Explaining deep learning based security applications'.☆23Updated 5 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆21Updated 3 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆139Updated 2 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago
- ☆55Updated 5 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆26Updated 3 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 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆88Updated 2 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆35Updated 2 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆58Updated last year
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 3 years ago
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆11Updated 10 months ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆145Updated last year
- My replication of the paper "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN"☆16Updated 5 years ago
- adversarial malware detection via a principled way☆21Updated 2 years ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆216Updated 6 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆70Updated last year
- Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017☆126Updated 6 years ago
- ☆11Updated last year
- ☆16Updated 3 years ago
- Codes for AICS'2019 challenge problem☆22Updated 5 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Updated 3 years ago
- ☆25Updated 5 years ago
- ☆12Updated last year
- An automatic packet crafting tool for evading learning-based NIDS☆81Updated 3 years ago
- Vulnerability Discovery with Function Representation Learning from Unlabeled Projects☆38Updated 7 years ago
- A deep learning-based vulnerability detection framework☆76Updated last year
- ☆26Updated 6 years ago
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago