Trustworthy-Software / Reproduction-of-Android-Malware-detection-approaches

Related projects ⓘ

Alternatives and complementary repositories for Reproduction-of-Android-Malware-detection-approaches

• Sp1keeeee / MaMadroid
  A new version used Androguard but not Soot to realize MaMadroid。
  ☆18Updated 3 years ago
• E0HYL / MsDroid
  An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…
  ☆50Updated 9 months ago
• E0HYL / AndrozooDownloader
  从Androzoo下载数据集，区分年份以及良性/恶意应用，支持协程、代理、断点继续、错误重试等
  ☆44Updated last year
• seclab-fudan / APIGraph
  Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors
  ☆78Updated 2 years ago
• wubozhi / Xmal
  A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.
  ☆26Updated 2 years ago
• vinayakakv / android-malware-detection
  Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.
  ☆35Updated 3 years ago
• yueyueL / DL-based-Android-Malware-Defenses-review
  Papers, code and datasets about deep learning for Android malware defenses and malware detection
  ☆129Updated last year
• DroidEvolver / DroidEvolver
  ☆21Updated 4 years ago
• IanWE / mamadroid
  revised
  ☆20Updated 4 years ago
• annamalai-nr / drebin
  Drebin - NDSS 2014 Re-implementation
  ☆103Updated 6 years ago
• njustbdag / S3Feature
  A Static Sensitive Subgraph-based Feature for Android Malware Detection
  ☆11Updated 3 years ago
• Maruko912 / AMDs
  A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments
  ☆10Updated 7 months ago
• YangXiuxuan / Robust-Android-Malware-Detection-Against-Adversarial-Example-Attacks
  ☆14Updated 3 years ago
• malscan-android / MalScan
  MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis
  ☆41Updated 4 years ago
• shijiansj / DeepCatra
  ☆12Updated 2 years ago
• gnipping / Awesome-Malware-Related-Papers
  A curated list of malware-related papers.
  ☆22Updated 8 months ago
• aditya5558 / Android-Malware-Detection
  Android Malware Detection using Deep Learning
  ☆50Updated 5 years ago
• Trustworthy-Software / DexRay
  ☆19Updated 11 months ago
• s2labres / transcendent-release
  ☆18Updated 10 months ago
• deqangss / adv-dnn-ens-malware
  adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants
  ☆55Updated last year
• gnipping / AdvDroidZero-Access-Instructions
  the instructions about request access to AdvDroidZero
  ☆10Updated 7 months ago
• wagner-group / active-learning
  Continuous Learning for Android Malware Detection (USENIX Security 2023)
  ☆58Updated last year
• yueyueL / XAIforAndroidMalware
  Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?
  ☆13Updated 2 years ago
• E0HYL / AI4Code-Framework
  A unified framework for AI-enhanced code analysis.
  ☆9Updated last year
• fmind / euphony
  Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware
  ☆46Updated 5 years ago
• vikram-mm / Android-Malware-Detection
  ☆59Updated 6 years ago
• deqangss / malware-uncertainty
  deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware
  ☆14Updated 2 years ago
• RingBDStack / HAWK
  ☆16Updated 2 years ago
• vasilisprf / Android-Malware-Detection-Adversarial-Examples
  Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms
  ☆12Updated 4 years ago
• aup8497 / Android-Malware-Detection
  Android Malware detection using Deep Learning Hybrid Model.
  ☆23Updated 6 years ago