ssg-research / dawn-dynamic-adversarial-watermarking-of-neural-networksLinks
Watermarking against model extraction attacks in MLaaS. ACM MM 2021.
☆33Updated 4 years ago
Alternatives and similar repositories for dawn-dynamic-adversarial-watermarking-of-neural-networks
Users that are interested in dawn-dynamic-adversarial-watermarking-of-neural-networks are comparing it to the libraries listed below
Sorting:
- The implement of paper "How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN…☆25Updated 4 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆38Updated 3 years ago
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆118Updated 2 years ago
- ☆22Updated 5 years ago
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆58Updated last year
- ☆18Updated 4 years ago
- ☆49Updated 4 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆36Updated last year
- ☆16Updated 4 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆61Updated last year
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Updated 2 years ago
- Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.☆34Updated 6 years ago
- ☆45Updated 2 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆75Updated last year
- [NeurIPS 2019] This is the code repo of our novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into va…☆84Updated 2 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆22Updated 4 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆103Updated 3 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Updated 4 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆129Updated last year
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Updated 4 years ago
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆19Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 7 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆126Updated 3 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆73Updated 7 years ago
- Implementation of IEEE TNNLS 2023 and Elsevier PR 2023 papers on backdoor watermarking for deep classification models with unambiguity an…☆19Updated 2 years ago
- Code release for DeepJudge (S&P'22)☆52Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆52Updated 3 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆49Updated 4 years ago