yunyuntsai / DNN-Model-Stealing
Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)
☆18Updated 3 years ago
Related projects: ⓘ
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆49Updated last year
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆29Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆48Updated 3 years ago
- Craft poisoned data using MetaPoison☆47Updated 3 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆52Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆61Updated 3 years ago
- ☆44Updated 3 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated 11 months ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆28Updated 2 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆31Updated 4 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆45Updated 2 years ago
- ☆45Updated 4 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆47Updated 2 years ago
- ☆19Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆76Updated last year
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆25Updated 3 years ago
- ☆73Updated 3 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆66Updated 5 months ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆23Updated 2 years ago
- This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning…☆16Updated last year
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆14Updated 2 years ago
- ☆41Updated 3 weeks ago
- Defending against Model Stealing via Verifying Embedded External Features☆31Updated 2 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆30Updated last year
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆115Updated 2 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆27Updated last month
- ☆17Updated last year
- ☆25Updated 5 years ago
- ☆19Updated 2 years ago
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆47Updated 6 months ago