neeharperi / DeepKNNDefense
KNN Defense Against Clean Label Poisoning Attacks
☆12Updated 3 years ago
Alternatives and similar repositories for DeepKNNDefense:
Users that are interested in DeepKNNDefense are comparing it to the libraries listed below
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆12Updated 2 years ago
- verifying machine unlearning by backdooring☆19Updated last year
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- ☆19Updated 2 years ago
- [IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆19Updated 2 weeks ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Updated 3 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago
- Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper☆20Updated 4 years ago
- Code for "Label-Consistent Backdoor Attacks"☆52Updated 4 years ago
- ☆11Updated last year
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Updated 4 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆46Updated 6 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆49Updated 2 years ago
- ☆17Updated 3 years ago
- Craft poisoned data using MetaPoison☆49Updated 3 years ago
- ☆20Updated 4 months ago
- ☆10Updated 4 years ago
- ☆19Updated 3 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆32Updated 2 months ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆27Updated 3 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆32Updated 4 years ago
- ☆32Updated 4 months ago
- ☆13Updated 3 years ago
- PyTorch implementation of our ICLR 2023 paper titled "Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?".☆12Updated last year
- Code for identifying natural backdoors in existing image datasets.☆15Updated 2 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 5 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- ☆10Updated 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
- Code for the paper: Label-Only Membership Inference Attacks☆64Updated 3 years ago