adversarial malware detection via a principled way
☆24Apr 27, 2023Updated 3 years ago
Alternatives and similar repositories for pad4amd
Users that are interested in pad4amd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated 2 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆17Nov 30, 2021Updated 4 years ago
- Official code for the paper entitled "Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks"☆32May 12, 2026Updated last week
- A curated list of malware-related papers.☆34Feb 28, 2024Updated 2 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Mar 24, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆15Apr 22, 2024Updated 2 years ago
- A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments☆14Apr 2, 2024Updated 2 years ago
- ☆14Sep 28, 2023Updated 2 years ago
- Exercises for practicing MLSec for Systems Security☆10Sep 2, 2024Updated last year
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆52Apr 15, 2025Updated last year
- ☆11Jul 8, 2024Updated last year
- Additional code and data for the automated malware generation paper☆13May 17, 2026Updated last week
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆151Nov 21, 2023Updated 2 years ago
- ☆31Jan 17, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Identifying and Explaining Similarities in Android Apps☆29Jul 28, 2018Updated 7 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆19Mar 14, 2025Updated last year
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 4 years ago
- Ungrafting Malicious Code from Piggybacked Android Apps☆14Sep 27, 2016Updated 9 years ago
- [Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks☆13Feb 26, 2023Updated 3 years ago
- A collection of security papers on top-tier publications☆67May 18, 2026Updated last week
- 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
- ☆21Jun 24, 2022Updated 3 years ago
- ☆42Sep 9, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for "DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks"☆15Jul 13, 2022Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆76Sep 2, 2022Updated 3 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆56May 14, 2024Updated 2 years ago
- ☆13Oct 21, 2021Updated 4 years ago
- ☆33Jul 6, 2023Updated 2 years ago
- Universal Robustness Evaluation Toolkit (for Evasion)☆32Sep 17, 2025Updated 8 months ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆14Aug 24, 2022Updated 3 years ago
- ☆32Sep 22, 2024Updated last year
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆29Nov 23, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆76Sep 25, 2023Updated 2 years ago
- [S&P'24] Test-Time Poisoning Attacks Against Test-Time Adaptation Models☆20Feb 18, 2025Updated last year
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Oct 8, 2020Updated 5 years ago
- 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…☆40Jul 25, 2021Updated 4 years ago
- ☆11Jul 2, 2025Updated 10 months ago
- ☆18Aug 15, 2022Updated 3 years ago
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 3 years ago