ssg-research / dawn-dynamic-adversarial-watermarking-of-neural-networksLinks
Watermarking against model extraction attacks in MLaaS. ACM MM 2021.
☆33Updated 3 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:
- ☆48Updated 4 years ago
- ☆21Updated 4 years ago
- Website & Documentation: https://sbaresearch.github.io/model-watermarking/☆24Updated last year
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆57Updated last year
- ☆16Updated 3 years ago
- ☆17Updated 3 years ago
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆21Updated 5 years ago
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆20Updated 2 years ago
- The implement of paper "How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN…☆24Updated 4 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆36Updated 3 years ago
- Code for ML Doctor☆91Updated 10 months ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆72Updated last year
- Code release for DeepJudge (S&P'22)☆51Updated 2 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆57Updated 7 months ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 2 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆21Updated 3 years ago
- ☆10Updated 3 years ago
- ☆44Updated last year
- ☆27Updated 2 years ago
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆47Updated 5 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Updated 4 years ago
- Implementation of IEEE TNNLS 2023 and Elsevier PR 2023 papers on backdoor watermarking for deep classification models with unambiguity an…☆18Updated last year
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆115Updated 2 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 3 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆52Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆127Updated last year
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 6 years ago
- Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.☆33Updated 6 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆32Updated 4 years ago
- Code for paper: "PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification", IEEE S&P 2024.☆32Updated 10 months ago