dnn-security / Watermark-Robustness-ToolboxLinks
The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".
☆118Updated 2 years ago
Alternatives and similar repositories for Watermark-Robustness-Toolbox
Users that are interested in Watermark-Robustness-Toolbox are comparing it to the libraries listed below
Sorting:
- ☆18Updated 4 years ago
- Website & Documentation: https://sbaresearch.github.io/model-watermarking/☆24Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆102Updated 3 years ago
- ☆48Updated 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
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆58Updated last year
- Defending against Model Stealing via Verifying Embedded External Features☆38Updated 3 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…☆25Updated 4 years ago
- ☆22Updated 5 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆124Updated 3 years ago
- Watermarking against model extraction attacks in MLaaS. ACM MM 2021.☆33Updated 4 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Updated 2 years ago
- ☆45Updated 2 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
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆75Updated last year
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆36Updated last year
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆61Updated last year
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆19Updated 3 years ago
- ☆16Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Updated 4 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Updated 4 years ago
- ☆46Updated 3 years ago
- ☆94Updated 4 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆52Updated 3 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Updated 3 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆18Updated 6 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- [AAAI 2024] Data-Free Hard-Label Robustness Stealing Attack☆15Updated last year
- Watermarking Deep Neural Networks (USENIX 2018)☆100Updated 5 years ago