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:
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆39Updated 4 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Updated 3 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆147Updated last year
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆28Updated last year
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆41Updated last year
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆71Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆40Updated 2 years ago
- ☆16Updated 4 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆18Updated 4 years ago
- ☆13Updated 3 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆141Updated 2 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Updated 4 years ago
- ☆19Updated 3 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆14Updated 3 years ago
- ☆24Updated last year
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆36Updated 3 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆19Updated last year
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆14Updated 6 months ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆59Updated last year
- KronoDroid Dataset☆35Updated 7 months ago
- Android Malware Detection using Deep Learning☆54Updated 6 years ago
- ☆60Updated 7 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆91Updated 3 years ago
- ☆16Updated 3 years ago
- Android malware detection using static and dynamic analysis☆39Updated 6 years ago
- A Practical Deep Learning-based Android Malware Detection System☆16Updated 2 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆26Updated 3 years ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆71Updated 5 months ago
- the instructions about request access to AdvDroidZero☆12Updated last year