A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments
☆13Apr 2, 2024Updated last year
Alternatives and similar repositories for AMDs
Users that are interested in AMDs are comparing it to the libraries listed below
Sorting:
- adversarial malware detection via a principled way☆24Apr 27, 2023Updated 2 years ago
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated last year
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆93Sep 23, 2022Updated 3 years ago
- ☆42Aug 6, 2021Updated 4 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆73Sep 25, 2023Updated 2 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆40Aug 2, 2021Updated 4 years ago
- revised☆22Jul 26, 2020Updated 5 years ago
- Identifying and Explaining Similarities in Android Apps☆28Jul 28, 2018Updated 7 years ago
- Universal Robustness Evaluation Toolkit (for Evasion)☆32Sep 17, 2025Updated 5 months ago
- ☆11Aug 21, 2017Updated 8 years ago
- API2Vec: Learning Representations of API Sequences for Malware Detection☆14Mar 10, 2024Updated last year
- 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…☆38Jul 25, 2021Updated 4 years ago
- ☆14Mar 9, 2025Updated 11 months ago
- Official repository of paper "Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval"☆10Dec 20, 2023Updated 2 years ago
- ☆14Feb 5, 2024Updated 2 years ago
- The dataset, source code and the results of our ESEC/FSE 2023 paper "An Extensive Study on Adversarial Attack against Pre-trained Models …☆15Feb 19, 2024Updated 2 years ago
- A library to facilitate the static analysis of Android apps☆15Jul 22, 2025Updated 7 months ago
- ☆12Aug 24, 2023Updated 2 years ago
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆15Feb 4, 2025Updated last year
- ☆11Jul 2, 2025Updated 8 months ago
- Exercises for practicing MLSec for Systems Security☆10Sep 2, 2024Updated last year
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆14Aug 24, 2022Updated 3 years ago
- [NDSS'25] "Provably Unlearnable Data Examples"☆22Dec 10, 2025Updated 2 months ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Aug 24, 2022Updated 3 years ago
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆11Aug 20, 2024Updated last year
- [ICML‘25] Official code for paper "Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training an…☆13Apr 17, 2025Updated 10 months ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆51Jul 4, 2019Updated 6 years ago
- Malware Detection using Convolutional Neural Networks☆12Mar 24, 2023Updated 2 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆13Jan 14, 2020Updated 6 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Nov 30, 2021Updated 4 years ago
- Ongoing research training transformer models at scale☆18Updated this week
- PrivacyAsst: Safeguarding User Privacy in Tool-Using Large Language Model Agents (TDSC 2024)☆18Mar 29, 2024Updated last year
- Toy tool meant to extract translated descriptions of permissions and groups from AOSP☆13Jan 26, 2022Updated 4 years ago
- ☆14Sep 28, 2023Updated 2 years ago
- Research Artifact of USENIX Security 2023 Paper: Precise and Generalized Robustness Certification for Neural Networks☆13Jun 20, 2023Updated 2 years ago
- ☆14Apr 10, 2024Updated last year
- ☆15Dec 12, 2023Updated 2 years ago
- ☆11Feb 19, 2024Updated 2 years ago
- ☆28Sep 11, 2025Updated 5 months ago