Robustness benchmark for DNN models.
☆65Aug 8, 2022Updated 4 years ago
Alternatives and similar repositories for perceptron-benchmark
Users that are interested in perceptron-benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MSF-ADV is a novel physical-world adversarial attack method, which can fool the Multi Sensor Fusion (MSF) based autonomous driving (AD) p…☆84Aug 4, 2021Updated 5 years ago
- This repo contains the implementation of paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking…☆45Jul 25, 2024Updated 2 years ago
- ☆19Dec 8, 2022Updated 3 years ago
- CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://git…☆18Nov 29, 2018Updated 7 years ago
- This work corroborates a run-time Trojan detection method exploiting STRong Intentional Perturbation of inputs, is a multi-domain Trojan …☆10Mar 7, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 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
- Awesome material(papers, tools, etc.) about testing machine learning system, including deep learning system.☆47Oct 12, 2021Updated 4 years ago
- Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks [NeurIPS 2019]☆50Apr 25, 2020Updated 6 years ago
- ☆11Mar 31, 2022Updated 4 years ago
- Black-box tool that uses Deep Reinforcement Learning to test and explore Android applications☆77Sep 28, 2023Updated 2 years ago
- Code for the NeurIPS 2019 submission: "Improving Black-box Adversarial Attacks with a Transfer-based Prior".☆16May 6, 2020Updated 6 years ago
- AAAI 2019 oral presentation☆53Jul 17, 2026Updated last month
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆75Apr 12, 2018Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for the paper entitled "Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack"…☆38Aug 12, 2021Updated 5 years ago
- Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and …☆1,404Feb 15, 2023Updated 3 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Apr 4, 2023Updated 3 years ago
- 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
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆230May 21, 2019Updated 7 years ago
- Breaking Certifiable Defenses☆17Nov 22, 2022Updated 3 years ago
- R-Judge: Benchmarking Safety Risk Awareness for LLM Agents (EMNLP Findings 2024)☆112Jan 11, 2026Updated 7 months ago
- ☆19Jun 21, 2021Updated 5 years ago
- Code for my blog post on using S2E for malware analysis☆25Jul 16, 2019Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.☆525Oct 15, 2023Updated 2 years ago
- Code for Stability Training with Noise (STN)☆22Dec 27, 2020Updated 5 years ago
- A POSIX Filesystem for Enclaves with a Mechanized Safety Proof☆17Sep 20, 2019Updated 6 years ago
- Fast parallel Particle Swarm Optimization package for Python☆21Oct 17, 2021Updated 4 years ago
- The released code of ReluVal in USENIX Security 2018☆60Mar 4, 2020Updated 6 years ago
- [ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples☆69Jul 12, 2025Updated last year
- ☆89Feb 6, 2021Updated 5 years ago
- Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.☆24Aug 30, 2021Updated 5 years ago
- An approximate solver for concolic execution☆22Apr 29, 2025Updated last year
- 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.
- Scalable Meta-Evaluation of LLMs as Evaluators☆43Feb 15, 2024Updated 2 years ago
- ☆15Nov 12, 2021Updated 4 years ago
- ☆42Sep 9, 2023Updated 2 years ago
- PoC exploits against various SGX enclaves☆14May 19, 2022Updated 4 years ago
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆66Mar 26, 2024Updated 2 years ago
- DeepScenario: An Open Driving Scenario Dataset for Autonomous Driving System Testing☆41Jan 26, 2024Updated 2 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆42Apr 24, 2019Updated 7 years ago