Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach,” ICLR 2018
☆51Sep 18, 2018Updated 7 years ago
Alternatives and similar repositories for CLEVER-Robustness-Score
Users that are interested in CLEVER-Robustness-Score are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks☆63Aug 3, 2021Updated 4 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆97Jun 7, 2021Updated 4 years ago
- Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017]☆18Apr 8, 2018Updated 8 years ago
- ☆22Jun 23, 2021Updated 4 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.
- Attack AlphaZero Go agents (NeurIPS 2022)☆22Dec 3, 2022Updated 3 years ago
- Attacks using out-of-distribution adversarial examples☆11Nov 19, 2019Updated 6 years ago
- Adversarial examples for Seq2Seq model in NLP☆40Nov 3, 2018Updated 7 years ago
- ☆15Dec 7, 2021Updated 4 years ago
- Deep Variational Information Bottleneck (DVIB) in PyTorch.☆10Apr 25, 2020Updated 5 years ago
- Fourth edition of VNN COMP (2023)☆16Apr 12, 2023Updated 3 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆41Apr 24, 2019Updated 6 years ago
- Codes for reproducing the black-box adversarial attacks in “ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Network…☆63Jun 6, 2019Updated 6 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆50May 9, 2025Updated 11 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A fast and efficient way to compute a differentiable bound on the singular values of convolution layers☆12Nov 22, 2019Updated 6 years ago
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Jan 27, 2023Updated 3 years ago
- an efficient method for detecting adversarial image examples☆17Jun 3, 2018Updated 7 years ago
- Code for "Imitation Attacks and Defenses for Black-box Machine Translations Systems"☆33May 1, 2020Updated 5 years ago
- ☆68Sep 29, 2020Updated 5 years ago
- A PyTorch implementation of `MagNet: a Two-Pronged Defense against Adversarial Examples`☆16Feb 5, 2021Updated 5 years ago
- The official pytorch implementation of ACM MM 19 paper "MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks"☆11Jun 7, 2021Updated 4 years ago
- Reachability Analysis Tool of Neural Network Controlled Systems (NNCSs)☆17Mar 25, 2023Updated 3 years ago
- Robustness vs Accuracy Survey on ImageNet☆99Aug 3, 2021Updated 4 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.
- Neural Network Enumeration Tool☆34Jan 8, 2026Updated 3 months ago
- Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019☆14Jun 17, 2024Updated last year
- ☆13Jan 30, 2021Updated 5 years ago
- Code to reproduce experiments from "A Statistical Approach to Assessing Neural Network Robustness"☆12Feb 11, 2019Updated 7 years ago
- Unofficial implementation of "Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection"☆27Jul 6, 2024Updated last year
- ZOSVRG-BlackBox-Adv☆13Oct 30, 2018Updated 7 years ago
- Official Code Implementation for the CCS 2022 Paper "On the Privacy Risks of Cell-Based NAS Architectures"☆11Nov 21, 2022Updated 3 years ago
- SurFree: a fast surrogate-free black-box attack☆44Jun 27, 2024Updated last year
- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Nov 1, 2019Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Blackbox attacks for deep neural network models☆69Aug 2, 2018Updated 7 years ago
- ☆17Aug 2, 2022Updated 3 years ago
- [NeurIPS 2022] Code for paper "Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation"☆27Dec 10, 2023Updated 2 years ago
- A certifiable defense against adversarial examples by training neural networks to be provably robust☆220Jul 25, 2024Updated last year
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆343Feb 3, 2026Updated 2 months ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Feb 5, 2019Updated 7 years ago
- Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)☆17Jan 11, 2023Updated 3 years ago