conftrace_

vertical federated learning

31 papers

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Also known as

VFL

Co-occurring keywords

privacy preservation (380) backdoor attack (385) communication efficiency (297) adversarial attack (1621) graph neural network (3962) privacy leakage (105) label leakage (6) split learning (20) coreset construction (40) knowledge distillation (3725)

Papers

Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection AAAI 2026
REMISVFU: Vertical Federated Unlearning via Representation Misdirection for Intermediate Output Feature AAAI 2026
Generic Adversarial Attack Framework Against Graph-based Vertical Federated Learning AAAI 2026
FILTER: A Framework for Defending Against Backdoor Attacks in Vertical Federated Learning AAAI 2026
Breaking Cross-View Associations: Byzantine Model Poisoning Attack against Vertical Federated Learning AAAI 2026
Universal Backdoor Defense via Label Consistency in Vertical Federated Learning IJCAI 2025
Label-Free Backdoor Attacks in Vertical Federated Learning AAAI 2025
HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning AAAI 2025
Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
Backdoor Attack on Vertical Federated Graph Neural Network Learning IJCAI 2025
How Does Black-Box Impact the Learning Guarantee of Stochastic Compositional Optimization? NIPS 2024
Integer Is Enough: When Vertical Federated Learning Meets Rounding AAAI 2024
Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning AAAI 2024
Label Leakage in Vertical Federated Learning: A Survey IJCAI 2024
HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation AAAI 2024
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data NIPS 2024
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples ICCV 2023
Reducing Communication for Split Learning by Randomized Top-k Sparsification IJCAI 2023
Vertical Federated Graph Neural Network for Recommender System ICML 2023
FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models ICML 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning ICML 2023
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation IJCAI 2023
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning NIPS 2023
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data ICML 2022