Alternatives and similar repositories for Robust-Android-Malware-Detection-Against-Adversarial-Example-Attacks

Users that are interested in Robust-Android-Malware-Detection-Against-Adversarial-Example-Attacks are comparing it to the libraries listed below

• deqangss / pad4amd
  adversarial malware detection via a principled way
  ☆20Updated 2 years ago
• gnipping / AdvDroidZero-Access-Instructions
  the instructions about request access to AdvDroidZero
  ☆11Updated last year
• deqangss / adv-dnn-ens-malware
  adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants
  ☆57Updated 2 years ago
• crowdma / benchmfc
  A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift
  ☆12Updated 3 months ago
• ucsb-seclab / Neurlux
  Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering
  ☆13Updated 4 years ago
• deqangss / aics2019_challenge_adv_mal_defense
  Codes for AICS'2019 challenge problem
  ☆22Updated 5 years ago
• s2labres / transcendent-release
  ☆23Updated last year
• pwwl / enhanced-binary-diversification
  Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"
  ☆52Updated last year
• deqangss / malware-uncertainty
  deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware
  ☆16Updated 3 years ago
• nuwuxian / morse
  ☆11Updated 11 months ago
• E0HYL / MsDroid
  An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…
  ☆58Updated last year
• ClonedOne / MalwareBackdoors
  Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
  ☆59Updated 3 years ago
• ShoumikSaha / DRSM
  DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)
  ☆14Updated last year
• wagner-group / active-learning
  Continuous Learning for Android Malware Detection (USENIX Security 2023)
  ☆69Updated last year
• wubozhi / Xmal
  A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.
  ☆28Updated 2 years ago
• DroidEvolver / DroidEvolver
  ☆21Updated 5 years ago
• PowerLZY / MalGAN
  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…
  ☆34Updated 3 years ago
• ryderling / adversarial-attacks-and-defenses-for-windows-pe-malware-detection
  A curated resource list of adversarial attacks and defenses for Windows PE malware detection.
  ☆71Updated 2 years ago
• yueyueL / DL-based-Android-Malware-Defenses-review
  Papers, code and datasets about deep learning for Android malware defenses and malware detection
  ☆145Updated last year
• seclab-fudan / APIGraph
  Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors
  ☆87Updated 2 years 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
  ☆48Updated last year
• gnipping / Awesome-Malware-Related-Papers
  A curated list of malware-related papers.
  ☆28Updated last year
• Trustworthy-Software / Reproduction-of-Android-Malware-detection-approaches
  ☆39Updated 3 years ago
• ryderling / MalGraph
  Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"
  ☆46Updated 3 years ago
• Asichurter / MalFusionFSL
  Few-Shot malware classification using fused features of static analysis and dynamic analysis （基于静态+动态分析的混合特征的小样本恶意代码分类框架）
  ☆31Updated 3 years ago
• Bowen-n / MCBG
  Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)
  ☆21Updated 3 years ago
• vinayakakv / android-malware-detection
  Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.
  ☆38Updated 3 years ago
• Sp1keeeee / MaMadroid
  A new version used Androguard but not Soot to realize MaMadroid。
  ☆19Updated 4 years ago
• Asichurter / APISeqFewShot
  FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…
  ☆17Updated 3 years ago
• SEU-ProactiveSecurity-Group / MalPurifier
  Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks
  ☆30Updated 2 months ago