tribhuvanesh / knockoffnetsLinks
Knockoff Nets: Stealing Functionality of Black-Box Models
☆114Updated 3 years ago
Alternatives and similar repositories for knockoffnets
Users that are interested in knockoffnets are comparing it to the libraries listed below
Sorting:
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆127Updated 3 years ago
- ☆88Updated 4 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆111Updated last year
- 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
- A unified benchmark problem for data poisoning attacks☆161Updated 2 years ago
- Craft poisoned data using MetaPoison☆54Updated 4 years ago
- ☆100Updated 5 years ago
- ☆26Updated 6 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Updated 5 years ago
- ☆69Updated last year
- Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)☆22Updated 5 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Updated 7 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 3 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆74Updated 7 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆34Updated 5 years ago
- Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.☆35Updated 6 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Updated 4 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆132Updated last year
- Code for ML Doctor☆92Updated last year
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 3 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆67Updated 4 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Updated 2 years ago
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counte…☆84Updated 2 years ago
- ☆49Updated 4 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Updated 5 years ago
- Code for "On Adaptive Attacks to Adversarial Example Defenses"☆87Updated 4 years ago
- ☆87Updated 2 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆60Updated 6 years ago