Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.
☆25Dec 6, 2023Updated 2 years ago
Alternatives and similar repositories for ModelGuard
Users that are interested in ModelGuard are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Nov 4, 2020Updated 5 years ago
- Official implementation of the paper "Neural Honeytrace: A Robust Plug-and-Play Watermarking Framework against Model Extraction Attacks"☆21Jun 9, 2025Updated last year
- official implementation of Towards Robust Model Watermark via Reducing Parametric Vulnerability☆18Jun 3, 2024Updated 2 years ago
- Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"☆10Jun 9, 2023Updated 3 years ago
- [NeurIPS 2024] "Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy"☆12Sep 15, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆18Jul 12, 2022Updated 4 years ago
- ☆15Feb 26, 2025Updated last year
- 🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access☆57Jun 2, 2025Updated last year
- Website & Documentation: https://sbaresearch.github.io/model-watermarking/☆25Sep 22, 2023Updated 2 years ago
- The repo for paper: Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models.☆15Dec 16, 2024Updated last year
- Private Inference on Transformer☆30Jun 13, 2023Updated 3 years ago
- ☆47Mar 29, 2022Updated 4 years ago
- ☆21Feb 25, 2024Updated 2 years ago
- Adversarial Augmentation Against Adversarial Attacks☆32May 23, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code repository for the paper at USENIX Security'24☆39Jul 11, 2026Updated last month
- Implemention of "Robust Watermarking of Neural Network with Exponential Weighting" in TensorFlow.☆13Dec 2, 2020Updated 5 years ago
- ☆10Apr 21, 2022Updated 4 years ago
- Model Extraction(Stealing) Attacks and Defenses on Machine Learning Models Literature☆32Sep 25, 2024Updated last year
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆77Apr 1, 2024Updated 2 years ago
- PISmith: Reinforcement Learning-based Red Teaming for Prompt Injection Defenses☆22Jul 17, 2026Updated 3 weeks ago
- Code associated with ICML (2024). "Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normaliz…☆11Feb 22, 2026Updated 5 months ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆12Mar 13, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This is the source code for MEA-Defender. Our paper is accepted by the IEEE Symposium on Security and Privacy (S&P) 2024.☆29Nov 19, 2023Updated 2 years ago
- Pulsar: Secure Steganography for Diffusion Models☆16Oct 15, 2024Updated last year
- ☆15May 5, 2026Updated 3 months ago
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆13Sep 23, 2025Updated 10 months ago
- ☆52Feb 27, 2021Updated 5 years ago
- This is the official implementation of NNSplitter (ICML'23)☆14Jun 11, 2024Updated 2 years ago
- ☆11May 12, 2023Updated 3 years ago
- ☆34Mar 28, 2022Updated 4 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆33Oct 10, 2023Updated 2 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Dec 12, 2021Updated 4 years ago
- An interactive IoT vulnerability scanner.☆16Jan 24, 2019Updated 7 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆138Nov 11, 2024Updated last year
- Code release for MPCViT accepted by ICCV 2023☆17Jan 6, 2025Updated last year
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Apr 29, 2026Updated 3 months ago
- [NDSS 2025] "CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models"☆26Aug 20, 2025Updated 11 months ago