pasquini-dario / SplitNN_FSHA
Privacy attacks on Split Learning
☆37Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for SplitNN_FSHA
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆55Updated last year
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆37Updated 2 years ago
- ☆53Updated last year
- ☆34Updated 2 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆74Updated last year
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆70Updated 3 years ago
- ☆64Updated 2 years ago
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆63Updated last year
- ☆31Updated 4 years ago
- ☆38Updated 3 years ago
- reveal the vulnerabilities of SplitNN☆30Updated 2 years ago
- Code for ML Doctor☆86Updated 2 months ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆53Updated 5 years ago
- ☆39Updated 3 years ago
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆30Updated 2 years ago
- ☆55Updated 3 years ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆43Updated last year
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆32Updated last year
- This repo implements several algorithms for learning with differential privacy.☆101Updated last year
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆134Updated 2 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆37Updated 3 years ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆32Updated last month
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆46Updated 2 years ago
- ☆36Updated last year
- ☆15Updated last year
- ☆14Updated 9 months ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆57Updated last month
- ☆13Updated last year
- The code for "Improved Deep Leakage from Gradients" (iDLG).☆143Updated 3 years ago