Qi-Pang / MPCDiffLinks
This repository contains the evaluation code for the NDSS 2024 paper: MPCDIFF: Testing and Repairing MPC-Hardened Deep Learning Models.
☆15Updated 2 years ago
Alternatives and similar repositories for MPCDiff
Users that are interested in MPCDiff are comparing it to the libraries listed below
Sorting:
- Revisiting Cache Side-Channel Attacks in Deep Neural Networks Executables☆12Updated last year
- OBsan: An Out-Of-Bound Sanitizer to Harden DNN Executables☆17Updated 2 years ago
- ☆14Updated last year
- CIPHERH: Automated Detection of Ciphertext Side-channel Vulnerabilities in Cryptographic Implementations☆13Updated last year
- SoK: All You Need to Know About On-Device ML Model Extraction - The Gap Between Research and Practice☆15Updated 6 months ago
- Research Artifact of USENIX Security 2023 Paper: Precise and Generalized Robustness Certification for Neural Networks☆13Updated 2 years ago
- Artifact for IEEE Security and Privacy 2022 paper: "SoK: Demystifying Binary Lifters Through the Lens of Downstream Applications"☆29Updated 3 years ago
- ☆26Updated last year
- ☆41Updated 2 years ago
- A decompiler to automatically reverse-engineer the DNN semantics from its compiled binary using program analysis☆82Updated 11 months ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆12Updated last year
- Code for tracelet-level symbolic execution☆18Updated 3 years ago
- ☆40Updated last year
- FLOWMATRIX: GPU-Assisted Information-Flow Analysis through Matrix-Based Representation, USENIX Security'22☆28Updated 2 years ago
- ☆44Updated 3 years ago
- Statistics of acceptance rate for the top conferences: Oakland, CCS, USENIX Security, NDSS.☆201Updated last month
- TAOISM: A TEE-based Confidential Heterogeneous Deployment Framework for DNN Models☆48Updated last year
- Origin-sensitive Control Flow Integrity (OS-CFI) - USENIX Security 2019☆38Updated 3 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Updated 7 years ago
- Official implementation of ISSTA 2022 paper: MDPFuzz: Testing Models Solving Markov Decision Processes.☆24Updated 2 years ago
- Reassembly is Hard: A Reflection on Challenges and Strategies (USENIX Security '23)☆34Updated 9 months ago
- Recent Paper About Bug Detection☆31Updated 6 years ago
- ☆10Updated 2 years ago
- An NLP-based fuzzing assitance tool for generating valid option combinations.☆49Updated 5 months ago
- A deep learning tool for generating platform-agnostic binary code embeddings☆21Updated 3 years ago
- ☆39Updated 4 years ago
- Lifting network implementation to precise format specification☆23Updated 6 months ago
- ☆10Updated 2 years ago
- Tutorial: Uncovering and mitigating side-channel leakage in Intel SGX enclaves☆54Updated 8 months ago
- ☆14Updated 8 years ago