casrl / DeepSteal-exploitLinks
Proof of concept code for DeepSteal (SP'22) Machine Learning model extraction (weight stealing) with memory side channel
☆13Updated 2 years ago
Alternatives and similar repositories for DeepSteal-exploit
Users that are interested in DeepSteal-exploit are comparing it to the libraries listed below
Sorting:
- PFI: Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents☆25Updated 9 months ago
- ☆29Updated 2 years ago
- TAOISM: A TEE-based Confidential Heterogeneous Deployment Framework for DNN Models☆50Updated last year
- ☆45Updated 9 months ago
- icml24☆14Updated 10 months ago
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆28Updated 4 years ago
- ☆14Updated last year
- ☆40Updated 2 years ago
- Trojan Attack on Neural Network☆191Updated 3 years ago
- ☆27Updated 4 years ago
- Tools for "Another Flip in the Wall"☆41Updated 7 years ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆30Updated 4 years ago
- ☆25Updated 3 years ago
- LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI's ChatGPT Plugins☆29Updated last year
- Privacy-preserving Federated Learning with Trusted Execution Environments☆74Updated 6 months ago
- Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.☆35Updated 6 years ago
- 🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access☆51Updated 7 months ago
- ☆17Updated last year
- Official Implementation of implicit reference attack☆11Updated last year
- ☆68Updated 5 years ago
- Code for ML Doctor☆92Updated last year
- ☆101Updated 5 years ago
- Statistics of acceptance rate for the top conferences: Oakland, CCS, USENIX Security, NDSS.☆208Updated 3 months ago
- ☆49Updated 5 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Updated 3 years ago
- Machine Learning & Security Seminar @Purdue University☆25Updated 2 years ago
- SoK: All You Need to Know About On-Device ML Model Extraction - The Gap Between Research and Practice☆16Updated 8 months ago
- This repository contains the evaluation code for the NDSS 2024 paper: MPCDIFF: Testing and Repairing MPC-Hardened Deep Learning Models.☆16Updated 2 years ago
- Website for Research Artifacts from the Security Community☆30Updated 2 months ago
- [arXiv'18] Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks☆20Updated 5 years ago