Qi-Pang / MPCDiffLinks
This repository contains the evaluation code for the NDSS 2024 paper: MPCDIFF: Testing and Repairing MPC-Hardened Deep Learning Models.
☆15Updated last year
Alternatives and similar repositories for MPCDiff
Users that are interested in MPCDiff are comparing it to the libraries listed below
Sorting:
- OBsan: An Out-Of-Bound Sanitizer to Harden DNN Executables☆17Updated 2 years ago
- CIPHERH: Automated Detection of Ciphertext Side-channel Vulnerabilities in Cryptographic Implementations☆13Updated last year
- Artifact for IEEE Security and Privacy 2022 paper: "SoK: Demystifying Binary Lifters Through the Lens of Downstream Applications"☆29Updated 3 years ago
- Research Artifact of USENIX Security 2023 Paper: Precise and Generalized Robustness Certification for Neural Networks☆12Updated 2 years ago
- ☆40Updated 2 years ago
- ☆24Updated 11 months ago
- SoK: All You Need to Know About On-Device ML Model Extraction - The Gap Between Research and Practice☆14Updated 2 months ago
- ☆44Updated 3 years ago
- ☆39Updated 4 years ago
- Reassembly is Hard: A Reflection on Challenges and Strategies (USENIX Security '23)☆33Updated 6 months ago
- Statistics of acceptance rate for the top conferences: Oakland, CCS, USENIX Security, NDSS.☆165Updated last month
- Official implementation of ISSTA 2022 paper: MDPFuzz: Testing Models Solving Markov Decision Processes.☆24Updated 2 years ago
- Lifting network implementation to precise format specification☆24Updated 3 months ago
- An NLP-based fuzzing assitance tool for generating valid option combinations.☆48Updated last month
- TFA project for indirect call analysis☆9Updated 4 months ago
- JIGSAW is a fuzzing-based path constraint solver.☆69Updated last year
- ☆14Updated 7 years ago
- ☆34Updated 2 years ago
- Code for tracelet-level symbolic execution☆18Updated 2 years ago
- BDA: Practical Dependence Analysis for Binary Executables by Unbiased Whole-program Path Sampling and Per-path Abstract Interpretation☆30Updated 4 years ago
- [ISSTA 2025] Unlocking Low Frequency Syscalls in Kernel Fuzzing with Dependency-Based RAG☆38Updated 2 weeks ago
- ☆61Updated 3 years ago
- TypeDive: Multi-Layer Type Analysis (MLTA) for Refining Indirect-Call Targets☆95Updated 2 weeks ago
- CheQ: Automatically Identifying Security Checks for Detecting Kernel Semantic Bugs☆45Updated 5 years ago
- Recent Paper About Bug Detection☆31Updated 5 years ago
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆12Updated 2 years ago
- A decompiler to automatically reverse-engineer the DNN semantics from its compiled binary using program analysis☆81Updated 7 months ago
- Proximal Gradient Analysis open source release based on our USENIX Security 2021 paper: "Fine Grained Dataflow Analysis with Proximal Gra…☆32Updated 4 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆11Updated last year
- Practical and Efficient in-TEE Verification of Privacy Compliance☆46Updated 6 months ago