A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift
☆18Mar 14, 2025Updated last year
Alternatives and similar repositories for benchmfc
Users that are interested in benchmfc are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆29Jan 17, 2024Updated 2 years ago
- Transformer Neural Network for Dynamic Malware Detection☆40Mar 5, 2026Updated last month
- Code library for the Tesseract framework from 'TESSERACT: Eliminating experimental bias in malware classification across space and time'☆18Dec 10, 2024Updated last year
- ☆11Jun 15, 2022Updated 3 years ago
- Code for the paper "EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis"☆39Oct 5, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆90Jun 17, 2024Updated last year
- ☆11Jul 8, 2024Updated last year
- Evaluation of packer type estimation/detection tools☆14Mar 24, 2021Updated 5 years ago
- Additional code and data for the automated malware generation paper☆13May 4, 2024Updated last year
- Malware datasets tagged by behavior, platform, vulnerability, and packer☆30Mar 15, 2024Updated 2 years ago
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆14Apr 22, 2024Updated last year
- ☆18Apr 4, 2021Updated 5 years ago
- adversarial malware detection via a principled way☆24Apr 27, 2023Updated 2 years ago
- Malware classification by using assembly files based on machine learning☆15Mar 13, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Mar 17, 2022Updated 4 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆75Sep 2, 2022Updated 3 years ago
- Hybrid Machine Learning Model for Malware Detection based on Windows Kernel Emulation☆41Apr 24, 2023Updated 2 years ago
- ☆11Feb 19, 2024Updated 2 years ago
- 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）☆37Dec 27, 2021Updated 4 years ago
- ☆32Jul 22, 2022Updated 3 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆145Mar 25, 2023Updated 3 years ago
- Benign .NET files☆42Aug 23, 2024Updated last year
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Nov 21, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Learning algorithm described in "A New PAC-Bayesian Perspective on Domain Adaptation" (see http://arxiv.org/abs/1506.04573)☆11Oct 30, 2018Updated 7 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…☆39Jul 25, 2021Updated 4 years ago
- Implementation of mixed language project compilation via Bazel platform.☆17Oct 10, 2020Updated 5 years ago
- Dynamic analysis tool to find memory overlaps in an executable☆10Apr 25, 2022Updated 3 years ago
- ☆14Sep 23, 2024Updated last year
- A collection of security papers on top-tier publications☆63Apr 3, 2026Updated last week
- ☆10Jun 16, 2022Updated 3 years ago
- 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 11 months ago
- Exercises for practicing MLSec for Systems Security☆10Sep 2, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 3 years ago
- ☆18Mar 15, 2024Updated 2 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆56May 14, 2024Updated last year
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Dec 27, 2020Updated 5 years ago
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated 2 years ago
- Code for the paper "A Lightweight Framework for Function Name Reassignment Based on Large-Scale Stripped Binaries"☆15Jul 3, 2021Updated 4 years ago
- Network Traffic Classification with Graph Neural Networks☆11Nov 4, 2023Updated 2 years ago