[Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping
☆10Feb 27, 2020Updated 6 years ago
Alternatives and similar repositories for Gradient-Shaping
Users that are interested in Gradient-Shaping are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Dec 9, 2020Updated 5 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 4 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 4 years ago
- A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning☆12Dec 17, 2019Updated 6 years ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆14Aug 22, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆21Oct 25, 2019Updated 6 years ago
- Implementation of paper "Transferring Robustness for Graph Neural Network Against Poisoning Attacks".☆20Feb 26, 2020Updated 6 years ago
- Codes for reproducing the results of the paper "Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness" published at IC…☆27Apr 29, 2020Updated 6 years ago
- [TOSEM'26] Awesome-LLM4SVD from "A Systematic Literature Review on Detecting Software Vulnerabilities with Large Language Models"☆70May 17, 2026Updated last week
- Code for "Label-Consistent Backdoor Attacks"☆57Nov 22, 2020Updated 5 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆64May 8, 2023Updated 3 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Oct 3, 2023Updated 2 years ago
- A unified benchmark problem for data poisoning attacks☆161Oct 4, 2023Updated 2 years ago
- Not All Poisons are Created Equal: Robust Training against Data Poisoning (ICML 2022)☆22Aug 8, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Concealed Data Poisoning Attacks on NLP Models☆21Sep 4, 2023Updated 2 years ago
- ☆18Sep 29, 2020Updated 5 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Oct 10, 2022Updated 3 years ago
- Code for paper: "RemovalNet: DNN model fingerprinting removal attack", IEEE TDSC 2023.☆10Nov 27, 2023Updated 2 years ago
- Implementation of Self-supervised-Online-Adversarial-Purification☆13Aug 2, 2021Updated 4 years ago
- This is for the papers I review every week☆14May 20, 2020Updated 6 years ago
- The official pytorch implementation of ACM MM 19 paper "MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks"☆11Jun 7, 2021Updated 4 years ago
- [NeurIPS 2021] Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training☆32Jan 9, 2022Updated 4 years ago
- [EMNLP 2022] Distillation-Resistant Watermarking (DRW) for Model Protection in NLP☆13Aug 17, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Defending Against Backdoor Attacks Using Robust Covariance Estimation☆22Jul 12, 2021Updated 4 years ago
- ☆26Jan 25, 2019Updated 7 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Nov 11, 2020Updated 5 years ago
- Profit Allocation for Federated Learning☆25Apr 27, 2020Updated 6 years ago
- Model Poisoning Attack to Federated Recommendation☆32Apr 23, 2022Updated 4 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Oct 8, 2020Updated 5 years ago
- A simple implementation of BadNets on MNIST☆34Jul 29, 2019Updated 6 years ago
- A set of cmake scripts to more easily build opencl based programs☆10Jun 28, 2018Updated 7 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆126Jan 18, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆52Feb 27, 2021Updated 5 years ago
- ☆27Oct 17, 2022Updated 3 years ago
- ☆18Jun 15, 2021Updated 4 years ago
- Comparing attention-based convolutional and recurrent neural networks under adversarial attacks to investigate their success and limitati…☆10Aug 24, 2018Updated 7 years ago
- The code for our Updates-Leak paper☆17Jul 23, 2020Updated 5 years ago
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 3 years ago
- ☆19Jun 21, 2021Updated 4 years ago