Federated Unlearning
Table of Contents
ICML
ICLR
AAAI
AISTATS
NeurIPS
Mach. Learn.
IEEE Trans. Artif. Intell.
WSDM
CVPR
SIGIR
Proc. VLDB Endow.
WACV
IEEE Trans. Knowl. Data Eng.
IEEE Trans. Big Data
IEEE Trans. Inf. Forensics Secur.
Knowl. Based Syst.
IJCAI
Expand IJCAI
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| Zero-shot Federated Unlearning via Transforming from Data-Dependent to Personalized Model-Centric. | IJCAI | 2025 | Link |
2024
| Title | Venue | Year | Link |
|---|---|---|---|
| Scalable Federated Unlearning via Isolated and Coded Sharding. | IJCAI | 2024 | Link |
| Unlearning during Learning: An Efficient Federated Machine Unlearning Method. | IJCAI | 2024 | Link |
ICML
Expand ICML
2023
| Title | Venue | Year | Link |
|---|---|---|---|
| Fast Federated Machine Unlearning with Nonlinear Functional Theory. | ICML | 2023 | Link |
ICLR
AAAI
Expand AAAI
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| Federated Unlearning with Gradient Descent and Conflict Mitigation. | AAAI | 2025 | Link |
AISTATS
Expand AISTATS
2024
| Title | Venue | Year | Link |
|---|---|---|---|
| SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization. | AISTATS | 2024 | Link |
NeurIPS
Expand NeurIPS
2024
| Title | Venue | Year | Link |
|---|---|---|---|
| Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity. | NeurIPS | 2024 | Link |
Mach. Learn.
Expand Mach. Learn.
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| Efficient federated unlearning under plausible deniability. | Mach. Learn. | 2025 | Link |
IEEE Trans. Artif. Intell.
Expand IEEE Trans. Artif. Intell.
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| Malicious Clients and Contribution Co-Aware Federated Unlearning. | IEEE Trans. Artif. Intell. | 2025 | Link |
WSDM
Expand WSDM
2023
| Title | Venue | Year | Link |
|---|---|---|---|
| Federated Unlearning for On-Device Recommendation. | WSDM | 2023 | Link |
CVPR
Expand CVPR
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| NoT: Federated Unlearning via Weight Negation. | CVPR | 2025 | Link |
| Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter. | CVPR | 2025 | Link |
SIGIR
Expand SIGIR
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| Unlearning for Federated Online Learning to Rank: A Reproducibility Study. | SIGIR | 2025 | Link |
Proc. VLDB Endow.
Expand Proc. VLDB Endow.
2024
| Title | Venue | Year | Link |
|---|---|---|---|
| Communication Efficient and Provable Federated Unlearning. | Proc. VLDB Endow. | 2024 | Link |
INFOCOM
Expand INFOCOM
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| AoI-Aware Federated Unlearning for Streaming Data with Online Client Selection and Pricing. | INFOCOM | 2025 | Link |
2024
| Title | Venue | Year | Link |
|---|---|---|---|
| Strategic Data Revocation in Federated Unlearning. | INFOCOM | 2024 | Link |
2023
| Title | Venue | Year | Link |
|---|---|---|---|
| Asynchronous Federated Unlearning. | INFOCOM | 2023 | Link |
WWW
Expand WWW
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| Aegis: Post-Training Attribute Unlearning in Federated Recommender Systems against Attribute Inference Attacks. | WWW | 2025 | Link |
| Poisoning Attacks and Defenses to Federated Unlearning. | WWW | 2025 | Link |
| Subgraph Federated Unlearning. | WWW | 2025 | Link |
2024
| Title | Venue | Year | Link |
|---|---|---|---|
| Incentive and Dynamic Client Selection for Federated Unlearning. | WWW | 2024 | Link |
2023
| Title | Venue | Year | Link |
|---|---|---|---|
| Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning. | WWW | 2023 | Link |
2022
| Title | Venue | Year | Link |
|---|---|---|---|
| Federated Unlearning via Class-Discriminative Pruning. | WWW | 2022 | Link |
WACV
Expand WACV
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| Identify Backdoored Model in Federated Learning via Individual Unlearning. | WACV | 2025 | Link |
IEEE Trans. Knowl. Data Eng.
Expand IEEE Trans. Knowl. Data Eng.
2024
| Title | Venue | Year | Link |
|---|---|---|---|
| FRAMU: Attention-Based Machine Unlearning Using Federated Reinforcement Learning. | IEEE Trans. Knowl. Data Eng. | 2024 | Link |
IEEE Trans. Big Data
Expand IEEE Trans. Big Data
2025
| Title | Venue | Year | Link |
|---|---|---|---|
| Update Selective Parameters: Federated Machine Unlearning Based on Model Explanation. | IEEE Trans. Big Data | 2025 | Link |
IEEE Trans. Inf. Forensics Secur.
Expand IEEE Trans. Inf. Forensics Secur.
2023
| Title | Venue | Year | Link |
|---|---|---|---|
| FedRecovery: Differentially Private Machine Unlearning for Federated Learning Frameworks. | IEEE Trans. Inf. Forensics Secur. | 2023 | Link |
Knowl. Based Syst.
Expand Knowl. Based Syst.
2024
| Title | Venue | Year | Link |
|---|---|---|---|
| Defending against gradient inversion attacks in federated learning via statistical machine unlearning. | Knowl. Based Syst. | 2024 | Link |