officialarijit / DW-FedAvgLinks
A Federated Learning based Android Malware Classification System
☆27Updated last year
Alternatives and similar repositories for DW-FedAvg
Users that are interested in DW-FedAvg are comparing it to the libraries listed below
Sorting:
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Updated 4 years ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated last year
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆40Updated 4 years ago
- FL-based intrusion detection system development using model averaging.☆40Updated 3 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Updated 2 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆145Updated 2 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
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Updated 4 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆73Updated 2 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆14Updated 5 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆32Updated 3 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆14Updated 3 years ago
- ☆17Updated 4 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆21Updated 2 years ago
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆28Updated last year
- ☆13Updated 3 years ago
- source code for USENIX Security paper xNIDS☆58Updated last year
- KronoDroid Dataset☆35Updated 2 months ago
- ☆27Updated last year
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- Android Malware Detection using Deep Learning☆53Updated 6 years ago
- Android malware detection using static and dynamic analysis☆39Updated 6 years ago
- ☆20Updated 3 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆34Updated 2 years ago
- ☆59Updated 7 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆29Updated 3 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆61Updated last year
- BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)☆12Updated 2 years ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆73Updated 9 months ago