Library for training globally-robust neural networks.
☆31Aug 7, 2025Updated 7 months ago
Alternatives and similar repositories for gloro
Users that are interested in gloro are comparing it to the libraries listed below
Sorting:
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆28Dec 1, 2021Updated 4 years ago
- Fastened CROWN: Tightened Neural Network Robustness Certificates☆10Feb 10, 2020Updated 6 years ago
- Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020☆10Aug 3, 2020Updated 5 years ago
- An Algorithm to Quantify Robustness of Recurrent Neural Networks☆49Apr 24, 2020Updated 5 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- Trusted execution experiments with Intel SGX☆11Jun 17, 2020Updated 5 years ago
- Implementation of GNN ReLU branching strategies☆10Feb 13, 2021Updated 5 years ago
- ☆20Oct 28, 2025Updated 4 months ago
- Cost-Aware Robust Tree Ensembles for Security Applications (Usenix Security'21) https://arxiv.org/pdf/1912.01149.pdf☆18Mar 2, 2021Updated 5 years ago
- Public code for a paper "Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks."☆35Dec 18, 2018Updated 7 years ago
- Certifying Geometric Robustness of Neural Networks☆16Mar 24, 2023Updated 2 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 3 years ago
- "Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach …☆17Nov 16, 2019Updated 6 years ago
- A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]☆90Mar 24, 2023Updated 2 years ago
- Randomized Smoothing of All Shapes and Sizes (ICML 2020).☆51Jul 23, 2020Updated 5 years ago
- CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://git…☆17Nov 29, 2018Updated 7 years ago
- MACER: MAximizing CErtified Radius (ICLR 2020)☆31Jan 5, 2020Updated 6 years ago
- ☆22Aug 15, 2022Updated 3 years ago
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Sep 4, 2022Updated 3 years ago
- [NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contrib…☆27Jun 15, 2019Updated 6 years ago
- [CCS 2021] TSS: Transformation-specific smoothing for robustness certification☆26Oct 3, 2023Updated 2 years ago
- Convex Layerwise Adversarial Training (COLT)☆29Jan 13, 2021Updated 5 years ago
- A CUDA compiler fuzzer☆30Oct 12, 2023Updated 2 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
- ☆67Jul 30, 2019Updated 6 years ago
- ☆12Jun 18, 2024Updated last year
- DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, out…☆87Jul 25, 2024Updated last year
- A Python framework that uses machine learning algorithms to implement the metadata recovery attack against obfuscated programs.☆11Jul 25, 2016Updated 9 years ago
- zkSnark circuit compiler☆12Feb 19, 2026Updated 2 weeks ago
- ☆13Oct 11, 2024Updated last year
- Geometric Certifications of Neural Nets☆42Nov 22, 2022Updated 3 years ago
- SyReNN: Symbolic Representations for Neural Networks☆41Mar 20, 2023Updated 2 years ago
- GPUReplay, ASPLOS 2022☆41Feb 21, 2022Updated 4 years ago
- ☆12Apr 25, 2025Updated 10 months ago
- Formal Language Tools for Robots☆15Jun 29, 2016Updated 9 years ago
- Artemis Academy capstone project☆10Sep 10, 2022Updated 3 years ago
- ☆14Oct 17, 2024Updated last year
- Causal Reasoning for Membership Inference Attacks☆11Oct 21, 2022Updated 3 years ago
- PATRIOTIC - Pervasive Anti-Tampering and Anti-Repackaging for IoT for Integrated C-based Firmware☆10Jan 26, 2023Updated 3 years ago