Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
☆82Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for Fooling-LIME-SHAP
Users that are interested in Fooling-LIME-SHAP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- reference implementation for "explanations can be manipulated and geometry is to blame"☆38Jul 24, 2022Updated 3 years ago
- Local explanations with uncertainty 💐!☆41Aug 8, 2023Updated 2 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 4 years ago
- ☆33Jun 22, 2024Updated 2 years ago
- Supervised Local Modeling for Interpretability☆29Oct 27, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers☆11Mar 29, 2022Updated 4 years ago
- In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results o…☆29Jul 6, 2023Updated 2 years ago
- A Python library for pruning and visualizing Keras Neural Networks' structure and weights☆10Dec 24, 2019Updated 6 years ago
- S-LIME: Stabilized-LIME for model explanation (KDD 2021). pip install stabilized-lime☆16Mar 7, 2026Updated 3 months ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 4 years ago
- A Unified Approach to Evaluate and Compare Explainable AI methods☆14Jan 19, 2024Updated 2 years ago
- Explaining Anomalies Detected by Autoencoders Using SHAP☆44Aug 1, 2021Updated 4 years ago
- For calculating Shapley values via linear regression.☆74Jun 6, 2021Updated 5 years ago
- Python implementation for evaluating explanations presented in "On the (In)fidelity and Sensitivity for Explanations" in NeurIPS 2019 for…☆25Feb 23, 2022Updated 4 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.
- ☆12Mar 26, 2021Updated 5 years ago
- Codebase for information theoretic shapley values to explain predictive uncertainty.This repo contains the code related to the paperWatso…☆22Jul 4, 2024Updated 2 years ago
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- This repository provides a PyTorch implementation of "Fooling Neural Network Interpretations via Adversarial Model Manipulation". Our pap…☆23Dec 19, 2020Updated 5 years ago
- Official repo for the paper "Make Some Noise: Reliable and Efficient Single-Step Adversarial Training" (https://arxiv.org/abs/2202.01181)☆25Oct 17, 2022Updated 3 years ago
- 💡 Adversarial attacks on explanations and how to defend them☆334Nov 30, 2024Updated last year
- Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"☆32Sep 25, 2019Updated 6 years ago
- A public repository for corrupt0 datathon's court data☆11Jul 6, 2019Updated 6 years ago
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆78Mar 26, 2022Updated 4 years ago
- ☆13Apr 23, 2019Updated 7 years ago
- Deep Weighted Averaging Classifiers☆22Feb 4, 2019Updated 7 years ago
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆12Aug 20, 2024Updated last year
- Fault detect and diagnose for photovoltaic system☆10Feb 28, 2022Updated 4 years ago
- Explanation Optimization☆13Oct 16, 2020Updated 5 years ago
- Code for the Paper 'On the Connection Between Adversarial Robustness and Saliency Map Interpretability' by C. Etmann, S. Lunz, P. Maass, …☆16May 9, 2019Updated 7 years ago
- ☆16May 9, 2022Updated 4 years ago
- Thai PDPA Website (Unofficial)☆12Jun 10, 2023Updated 3 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.
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆255Aug 17, 2024Updated last year
- ☆52Aug 29, 2020Updated 5 years ago
- General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.☆39Jun 21, 2022Updated 4 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,518Jul 13, 2025Updated 11 months ago
- PyTorch implementation of SmoothTaylor☆15Sep 5, 2021Updated 4 years ago
- Layer-wise Relevance Propagation (LRP) for LSTMs.☆225Apr 24, 2020Updated 6 years ago
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆17Jan 22, 2026Updated 5 months ago