elsheikh21 / malware-analysis
using Drebin dataset to distinguish between malwares and not malwares
☆13Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for malware-analysis
- CNN based android malware detection system☆22Updated 5 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆55Updated last year
- Android malware detection using static and dynamic analysis☆38Updated 5 years ago
- Android Malware Detection using Deep Learning☆50Updated 5 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆23Updated 6 years ago
- ☆59Updated 6 years ago
- An approach to detect Malware Files using Deep Learning☆6Updated 5 years ago
- Drebin - NDSS 2014 Re-implementation☆103Updated 6 years ago
- Implementation of the paper "Deep Android Malware Detection" as part of the course project for the course Information Assurance & Securit…☆9Updated 6 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆102Updated 3 months ago
- ☆27Updated 4 years ago
- Firstly, we generate images from benign and malware executable files. Secondly, by using deep learning, we train a model to detect malwar…☆73Updated 5 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆35Updated 3 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆16Updated 3 years ago
- Transfer Learning for Image-Based Malware Classification☆47Updated 2 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 4 years ago
- Detection of Android Malware based on system calls using Support Vector Machines.☆13Updated 3 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆129Updated last year
- ☆14Updated 6 years ago
- Malware detection using the Drebin dataset☆21Updated last year
- Malware detection demo using machine learning.☆24Updated 6 years ago
- Codes for AICS'2019 challenge problem☆22Updated 5 years ago
- ☆27Updated 5 years ago
- Multi-class classification of Android malware based on CICAndMal2017 dataset: https://www.unb.ca/cic/datasets/andmal2017.html☆11Updated 4 years ago
- Detecting and Classifying Android Malware using Deep Learning Techniques☆22Updated 4 years ago
- Effectiveness of additional training of an ANN based model in detectining android malware☆16Updated 5 years ago
- ☆32Updated 3 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆14Updated 2 years ago
- 使用安卓Opcode字节码的N-gram序列特征进行恶意软件检测的完全步骤,使用算法RF,KNN☆18Updated 4 years ago
- Malware detection using CNN☆12Updated 6 years ago