JesseYule / DeepLearningInterpretabilityLinks
深度学习可解释性论文汇总
☆13Updated 4 years ago
Alternatives and similar repositories for DeepLearningInterpretability
Users that are interested in DeepLearningInterpretability are comparing it to the libraries listed below
Sorting:
- Code related to the paper "Machine Unlearning of Features and Labels"☆70Updated last year
- Repo on unlearning in FL. FYP22002@HKUCS.☆12Updated 2 years ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆95Updated last year
- For easy metric logging and visualization☆14Updated 5 months ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 9 months ago
- ☆64Updated 2 years ago
- Code of ”Dynamic Corrected Split Federated Learning with Homomorphic Encryption for U-shaped Medical Image Networks“ (Accepted by IEEE JB…☆9Updated last year
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Updated 2 years ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆265Updated 6 months ago
- ☆11Updated 9 months ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆32Updated 2 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆54Updated 11 months ago
- Methods for removing learned data from neural nets and evaluation of those methods☆36Updated 4 years ago
- [AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning☆26Updated 2 years ago
- Final Project for AM 207, Fall 2021. Review & experimentation with paper "Adversarial Examples Are Not Bugs, They Are Features"☆10Updated 3 years ago
- ☆10Updated 3 years ago
- Code repository is for "Federated Composite Optimization", to appear in ICML 2021☆12Updated 3 years ago
- Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation☆55Updated last year
- ☆16Updated 11 months ago
- ☆21Updated 3 years ago
- ☆35Updated 3 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆43Updated 2 years ago
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆11Updated last year
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated 2 years ago
- This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).☆31Updated last year
- Code for paper "Interpret Federated Learning with Shapley Values"☆39Updated 6 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆14Updated 6 months ago
- This repo implements several algorithms for learning with differential privacy.☆108Updated 2 years ago
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Updated last year
- Official PyTorch implementation for the ICML 2023 paper "Out-of-Distribution Generalization of Federated Learning via Implicit Invariant …☆13Updated last year