kamwoh / DeepIPRLinks
[NeurIPS 2019] This is the code repo of our novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into various deep learning architectures (e.g. AlexNet, ResNet) for Intellectual Property Right (IPR) protection.
☆84Updated 2 years ago
Alternatives and similar repositories for DeepIPR
Users that are interested in DeepIPR are comparing it to the libraries listed below
Sorting:
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆57Updated last year
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆117Updated 2 years ago
- A novel data-free model stealing method based on GAN☆130Updated 2 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆38Updated 3 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆73Updated last year
- ☆48Updated 4 years ago
- Watermarking against model extraction attacks in MLaaS. ACM MM 2021.☆33Updated 4 years ago
- Knockoff Nets: Stealing Functionality of Black-Box Models☆108Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- ConvexPolytopePosioning☆36Updated 5 years ago
- ☆66Updated last year
- Universal Adversarial Perturbations (UAPs) for PyTorch☆49Updated 4 years ago
- ☆23Updated 6 years ago
- Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"☆43Updated last year
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆124Updated 3 years ago
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆32Updated 4 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆34Updated 5 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆110Updated last year
- [ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable☆170Updated last year
- Craft poisoned data using MetaPoison☆53Updated 4 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- ☆86Updated 4 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆71Updated 7 years ago
- ☆50Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆66Updated 4 years ago
- ☆58Updated 3 years ago
- [NeurIPS'20] Learning Black-Box Attackers with Transferable Priors and Query Feedback☆35Updated 4 years ago
- Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)☆100Updated 4 years ago
- ☆24Updated 2 years ago
- ☆41Updated 2 years ago