[CCS 2021] TSS: Transformation-specific smoothing for robustness certification
☆26Oct 3, 2023Updated 2 years ago
Alternatives and similar repositories for semantic-randomized-smoothing
Users that are interested in semantic-randomized-smoothing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆97Oct 18, 2022Updated 3 years ago
- A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]☆90Mar 24, 2023Updated 3 years ago
- Provable adversarial robustness at ImageNet scale☆416May 20, 2019Updated 7 years ago
- This is the official code for CoRL 2022 "Robustness Certification of Visual Perception Models via Camera Motion Smoothing"☆11Apr 5, 2023Updated 3 years ago
- Randomized Smoothing of All Shapes and Sizes (ICML 2020).☆52Jul 23, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Breaking Certifiable Defenses☆17Nov 22, 2022Updated 3 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- Certified robustness "for free" using off-the-shelf diffusion models and classifiers☆43May 25, 2023Updated 3 years ago
- The VeriNet toolkit for verification of neural networks☆22Jul 2, 2023Updated 3 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆162Dec 20, 2019Updated 6 years ago
- An Algorithm to Quantify Robustness of Recurrent Neural Networks☆49Apr 24, 2020Updated 6 years ago
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Sep 4, 2022Updated 3 years ago
- Implementation of An Invisible Black-box Backdoor Attack through Frequency Domain☆21Sep 29, 2022Updated 3 years ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆352Jul 17, 2026Updated last month
- 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.
- RAB: Provable Robustness Against Backdoor Attacks☆40Oct 3, 2023Updated 2 years ago
- [CVPR'19] Trust Region Based Adversarial Attack☆21Dec 11, 2020Updated 5 years ago
- Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) f…☆41Apr 29, 2025Updated last year
- Library for training globally-robust neural networks.☆31Aug 7, 2025Updated last year
- Code for "Margin-aware Adversarial Domain Adaptation with Optimal Transport" paper☆16Jan 31, 2022Updated 4 years ago
- A certifiable defense against adversarial examples by training neural networks to be provably robust☆221Jul 25, 2024Updated 2 years ago
- Invariant-feature Subspace Recovery (ISR)☆23Sep 23, 2022Updated 3 years ago
- ☆11Dec 6, 2020Updated 5 years ago
- A Implementation of ICCV-2021(Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection)☆29Aug 27, 2021Updated 5 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.
- This is my speaker recognition implementation based on the x-vector system described in "X-Vectors: Robust DNN Embeddings for Speaker Rec…☆11Jul 23, 2026Updated last month
- Learning Domain-Invariant Transformation for Speaker Verification.☆11Jun 13, 2023Updated 3 years ago
- Fourth edition of VNN COMP (2023)☆16Apr 12, 2023Updated 3 years ago
- Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data☆28Jun 7, 2021Updated 5 years ago
- Flask App for adpative-bitrate HTTP Live Streaming☆12Feb 2, 2023Updated 3 years ago
- This repository contains the official PyTorch implementation of GeoDA algorithm. GeoDA is a Black-box attack to generate adversarial exam…☆37Mar 14, 2021Updated 5 years ago
- Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)☆35Jan 11, 2021Updated 5 years ago
- [DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift☆40Jan 25, 2024Updated 2 years ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆40Feb 27, 2024Updated 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.
- Fastened CROWN: Tightened Neural Network Robustness Certificates☆10Feb 10, 2020Updated 6 years ago
- This repository contains the pytorch attempts to replicate the results from the recent DeepMind Paper, "On the Effectiveness of Interval …☆10May 27, 2019Updated 7 years ago
- Find your accurate geolocation using selenium with Python☆10Dec 2, 2019Updated 6 years ago
- Pytorch implementation of Backdoor Attack against Speaker Verification☆29Sep 19, 2023Updated 2 years ago
- Code for MSID, a Multi-Scale Intrinsic Distance for comparing generative models, studying neural networks, and more!☆52May 29, 2019Updated 7 years ago
- ☆20Jun 5, 2023Updated 3 years ago
- ☆14Oct 16, 2021Updated 4 years ago