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
- CIPHERH: Automated Detection of Ciphertext Side-channel Vulnerabilities in Cryptographic Implementations☆13Updated last year
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆11Updated 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
- OBsan: An Out-Of-Bound Sanitizer to Harden DNN Executables☆17Updated 2 years ago
- Code for tracelet-level symbolic execution☆17Updated 2 years ago
- ☆10Updated last year
- The library for symbolic interval☆21Updated 4 years ago
- Machine Learning & Security Seminar @Purdue University☆25Updated last year
- ☆15Updated last year
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆27Updated 3 years ago
- ☆10Updated last year
- Artifact for IEEE Security and Privacy 2022 paper: "SoK: Demystifying Binary Lifters Through the Lens of Downstream Applications"☆29Updated 2 years ago
- A Static Differential Analysis Tool of Network Protocol Parsers☆23Updated last year
- Official implementation of ISSTA 2022 paper: MDPFuzz: Testing Models Solving Markov Decision Processes.☆24Updated 2 years ago
- Differential Privacy Testing System☆22Updated 5 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Updated 6 years ago
- Lifting network implementation to precise format specification☆24Updated this week
- The released code of ReluVal in USENIX Security 2018☆59Updated 5 years ago
- Official repo for FSE'24 paper "CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking"☆16Updated last month
- ☆17Updated 7 months 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
- 🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access☆20Updated 5 months ago
- Library for training globally-robust neural networks.☆28Updated last year
- ☆22Updated 7 months ago
- A tool for testing SMT solvers for incompleteness bugs☆15Updated 2 years ago
- Siren: Byzantine-robust Federated Learning via Proactive Alarming (SoCC '21)☆11Updated last year
- AI-powered web scraper for harvesting and analyzing Computing Research Association job listings.☆19Updated 7 months ago
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- ☆23Updated 3 months ago
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 4 years ago