Source code for 'Lemna: Explaining deep learning based security applications'.
☆23May 15, 2020Updated 6 years ago
Alternatives and similar repositories for LEMNA
Users that are interested in LEMNA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆54Nov 3, 2019Updated 6 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Nov 11, 2020Updated 5 years ago
- BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)☆11Feb 9, 2023Updated 3 years ago
- ☆13Aug 31, 2024Updated 2 years ago
- A library for adversarial classifier evasion☆43Dec 4, 2014Updated 11 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results o…☆28Jul 6, 2023Updated 3 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆75Dec 16, 2021Updated 4 years ago
- ☆21Dec 25, 2023Updated 2 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Mar 24, 2023Updated 3 years ago
- Algorithms of rule extraction from neural networks☆35Mar 24, 2023Updated 3 years ago
- All in one - Malware + Analysis by Cylance☆11Nov 23, 2018Updated 7 years ago
- ☆11Feb 6, 2021Updated 5 years ago
- KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data☆44Apr 25, 2024Updated 2 years ago
- Classification, Object Detection, Adversarial Attack of Chinese Traffic Signs // 中式交通标志图片的分类、目标检测、对抗性攻击☆10Aug 12, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Explaining Anomalies Detected by Autoencoders Using SHAP☆43Aug 1, 2021Updated 5 years ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆78Apr 6, 2025Updated last year
- ☆17Jul 17, 2021Updated 5 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆15Aug 24, 2022Updated 4 years ago
- PUPLOOS计算机操作系统，用于操作系统入门教学☆10Apr 19, 2021Updated 5 years ago
- A simple PyTorch implementations of `Badnets: Identifying vulnerabilities in the machine learning model supply chain` on MNIST and CIFAR1…☆11May 19, 2021Updated 5 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆79Jul 28, 2020Updated 6 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆11Jul 11, 2023Updated 3 years ago
- Image classification using pytorch on German Traffic Sign data set☆10Jan 10, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository contains scripts and dataset for a Apt Identification Triage System☆17Nov 3, 2019Updated 6 years ago
- A LaTeX beamer theme template for UCAS students.☆12Apr 21, 2024Updated 2 years ago
- Learnable Boundary Guided Adversarial Training (ICCV2021)☆38Dec 9, 2024Updated last year
- Tutorial on TikZ☆13Nov 15, 2024Updated last year
- A benchmark and generation framework for malicious agent skills.☆60Jun 10, 2026Updated 4 months ago
- Detect x86 shellcode in files and traffic.☆25Jun 12, 2018Updated 8 years ago
- The Robius book: details about our vision for multi-platform app dev in Rust, plus docs, tutorials, examples, and more.☆27Jan 5, 2024Updated 2 years ago
- bayesian lime☆18Aug 3, 2024Updated 2 years ago
- Exploring and improving the quality of ChatGPT-generated code for LeetCode programming tasks.☆10Jan 19, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A Python implementation of Kernel Principal Component Analysis (KPCA)☆23Aug 15, 2020Updated 6 years ago
- 2020 Machine Learning Security Evasion Competition☆49Aug 6, 2020Updated 6 years ago
- ☆10Nov 15, 2021Updated 4 years ago
- Synthesizing Fingerprint from Pattern Type Analysis Features using cGAN - WITC 2019☆12Apr 19, 2019Updated 7 years ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆85Jun 6, 2023Updated 3 years ago
- 科研日志模板☆15May 8, 2025Updated last year
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆12Aug 20, 2024Updated 2 years ago