The project aims to evaluate the vulnerability of Federated Learning systems to targeted data poisoning attack known as Label Flipping Attack. The project studies the scenario that a malicious participant can only manipulate the raw training data on their device. Hence, non-expert malicious participants can achieve poisoning without knowing the …
☆20Jan 5, 2022Updated 4 years ago
Alternatives and similar repositories for Label_Flipping_Attack
Users that are interested in Label_Flipping_Attack are comparing it to the libraries listed below
Sorting:
- ☆12Dec 9, 2020Updated 5 years ago
- ☆16Apr 12, 2023Updated 2 years ago
- Not All Poisons are Created Equal: Robust Training against Data Poisoning (ICML 2022)☆22Aug 8, 2022Updated 3 years ago
- 💉🔐 Novel algorithm for defending against Data Poisoning Attacks in a Federated Learning scenario☆23Apr 22, 2024Updated last year
- A sybil-resilient distributed learning protocol.☆112Sep 9, 2025Updated 5 months ago
- Samples of multi-class text classification with Differential Privacy Tensorflow 2.0☆11Feb 8, 2020Updated 6 years ago
- 使用biaffine的中文命名实体识别☆10Jan 12, 2023Updated 3 years ago
- Official implementation of "Label Poisoning is All You Need".☆11Jan 4, 2024Updated 2 years ago
- Code for publication on FL incentive mechanism design☆11Sep 12, 2024Updated last year
- ☆12Jan 28, 2023Updated 3 years ago
- 使用uniapp编写的万年历，日历。可展示农历、假期、调休、黄历、最近假期☆15Apr 2, 2022Updated 3 years ago
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago
- Implementation of BapFL: You can Backdoor Attack Personalized Federated Learning☆15Sep 18, 2023Updated 2 years ago
- Multi-Authority Policy-based Chameleon Hash☆15Dec 2, 2020Updated 5 years ago
- 文本分类，评论分类，朴素贝叶斯多分类，酒店评论分类☆12Sep 17, 2019Updated 6 years ago
- Quantitative Information Flow library for python and C++.☆17Sep 4, 2025Updated 5 months ago
- Implementation of Privacy-Preserving Deep Learning via Additively Homomorphic Encryption (Using LWE schema)☆14Aug 16, 2018Updated 7 years ago
- ☆20Feb 25, 2024Updated 2 years ago
- VIPArcher的RGSS脚本仓库☆19May 28, 2022Updated 3 years ago
- TibaMe 「打造智能推薦系統：用AI搞懂客戶精準行銷」 實作課程程式碼☆18Jul 3, 2020Updated 5 years ago
- 按照labuladong的教程，全部改写为java版本☆19Aug 12, 2021Updated 4 years ago
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆20Apr 26, 2021Updated 4 years ago
- Notice that there are no torch-related code about item2vec, I just want to provide a readable item2vec implementation for researchers☆20May 12, 2022Updated 3 years ago
- FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)☆16Aug 6, 2023Updated 2 years ago
- Models built with TensorFlow☆18Dec 15, 2020Updated 5 years ago
- My implementation of Factorization Machine in PyTorch.☆18May 27, 2019Updated 6 years ago
- Nested Named Entity Recognition for Chinese Electronic Health Records with QA-based Sequence Labeling☆18Oct 20, 2021Updated 4 years ago
- ☆19Dec 7, 2020Updated 5 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Jan 15, 2026Updated last month
- Unofficial implementation of the algorithm described in the paper Federated Collaborative Filtering for Privacy-Preserving Personalized R…☆22Oct 29, 2021Updated 4 years ago
- ☆23Dec 15, 2022Updated 3 years ago
- ☆19Sep 8, 2023Updated 2 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 2 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆23Jan 29, 2020Updated 6 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆25Dec 8, 2021Updated 4 years ago
- An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)☆28Jun 29, 2023Updated 2 years ago
- This is the implementation of `Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models`, which is accepted by …☆28Nov 5, 2022Updated 3 years ago
- 变色龙哈希☆25May 11, 2021Updated 4 years ago
- The Universal Ruby Game Engine (URGE) Project☆35Feb 23, 2026Updated last week