split learning

CycleSL: Server-Client Cyclical Update Driven Scalable Split Learning WACV 2026 FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models AAAI 2026 SMoFi: Step-wise Momentum Fusion for Split Federated Learning on Heterogeneous Data AAAI 2026 Stealing Split Learning Bottom Models by Recovering Embedding Geometry CVPR 2026 What Your Features Reveal: Data-Efficient Black-Box Feature Inversion Attack for Split DNNs CVPR 2026 DualGuard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based LLM Fine-Tuning ACL 2025 GAS: Generative Activation-Aided Asynchronous Split Federated Learning AAAI 2025 IBAS:Imperceptible Backdoor Attacks in Split Learning with Limited Information AAAI 2025 Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025 SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025 Split Adaptation for Pre-trained Vision Transformers CVPR 2025 Towards Privacy-Preserving Split Learning for ControlNet WACV 2025 A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning CVPR 2024 Bidirectional Contrastive Split Learning for Visual Question Answering AAAI 2024 Chronic Poisoning: Backdoor Attack against Split Learning AAAI 2024 Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models ICML 2024 Permutation Equivariance of Transformers and Its Applications CVPR 2024 Protecting Split Learning by Potential Energy Loss IJCAI 2024 Safely Learning with Private Data: A Federated Learning Framework for Large Language Model EMNLP 2024 Globally Consistent Federated Graph Autoencoder for Non-IID Graphs IJCAI 2023 Reducing Communication for Split Learning by Randomized Top-k Sparsification IJCAI 2023 Label Leakage and Protection in Two-party Split Learning ICLR 2022 ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning CVPR 2022 SplitFed: When Federated Learning Meets Split Learning AAAI 2022 Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis NeurIPS 2021