Yuanyuan-Yuan / GCert
Research Artifact of USENIX Security 2023 Paper: Precise and Generalized Robustness Certification for Neural Networks
☆12Updated last year
Alternatives and similar repositories for GCert:
Users that are interested in GCert are comparing it to the libraries listed below
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆11Updated 2 years ago
- ☆10Updated last year
- CIPHERH: Automated Detection of Ciphertext Side-channel Vulnerabilities in Cryptographic Implementations☆13Updated last year
- OBsan: An Out-Of-Bound Sanitizer to Harden DNN Executables☆17Updated 2 years ago
- This repository contains the evaluation code for the NDSS 2024 paper: MPCDIFF: Testing and Repairing MPC-Hardened Deep Learning Models.☆14Updated last year
- The released code of ReluVal in USENIX Security 2018☆59Updated 5 years ago
- Machine Learning & Security Seminar @Purdue University☆25Updated last year
- The library for symbolic interval☆21Updated 4 years ago
- A tool for testing SMT solvers for incompleteness bugs☆15Updated 2 years ago
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆27Updated 3 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 4 years ago
- ☆15Updated last year
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Updated 6 years ago
- A Static Differential Analysis Tool of Network Protocol Parsers☆23Updated last year
- Reward Guided Test Generation for Deep Learning☆20Updated 8 months ago
- Code for tracelet-level symbolic execution☆17Updated 2 years ago
- Official implementation of ISSTA 2022 paper: MDPFuzz: Testing Models Solving Markov Decision Processes.☆24Updated 2 years ago
- Code from PLDI '21 paper "Provable Repair of Deep Neural Networks."☆10Updated 2 years ago
- Library for training globally-robust neural networks.☆28Updated last year
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆10Updated last year
- ☆28Updated 2 years ago
- ICSE2021 Submission☆13Updated 2 years ago
- Enumerative Testing and Bounded Validation of SMT Solvers☆22Updated last month
- ☆17Updated 6 months ago
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 4 years ago
- Artifact for IEEE Security and Privacy 2022 paper: "SoK: Demystifying Binary Lifters Through the Lens of Downstream Applications"☆30Updated 2 years ago
- ☆10Updated last year
- Lifting network implementation to precise format specification☆24Updated this week
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆34Updated last year