alevine0 / DPALinks
Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"
☆13Updated 3 years ago
Alternatives and similar repositories for DPA
Users that are interested in DPA are comparing it to the libraries listed below
Sorting:
- ☆11Updated 4 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated 2 years ago
- ☆19Updated 4 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆12Updated 4 years ago
- verifying machine unlearning by backdooring☆20Updated 2 years ago
- ☆11Updated 3 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆13Updated 4 years ago
- This repo is the official implementation of the ICLR'23 paper "Towards Robustness Certification Against Universal Perturbations." We calc…☆12Updated 2 years ago
- ConvexPolytopePosioning☆37Updated 5 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 3 years ago
- Code for the paper "(De)Randomized Smoothing for Certifiable Defense against Patch Attacks" by Alexander Levine and Soheil Feizi.☆17Updated 3 years ago
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks☆39Updated 4 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆58Updated 2 years ago
- Camouflage poisoning via machine unlearning☆17Updated 3 months ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆34Updated 5 years ago
- ☆19Updated 3 years ago
- ☆19Updated last year
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- Craft poisoned data using MetaPoison☆53Updated 4 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆34Updated 5 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Updated 3 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Updated 11 months ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- ☆19Updated 3 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆66Updated 4 years ago
- Code for "Label-Consistent Backdoor Attacks"☆58Updated 4 years ago
- ☆32Updated last year
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Updated 4 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆36Updated last month