1 Table of Contents: “...-learning Guided Aggregation for Federated Learning -- An Adaptive Instruction Set Encoding Automatic...”

2 Table of Contents: “... -- FRAIM A Feature Importance-Aware Incentive Mechanism for Vertical Federated Learning -- A Multi...”

3 Table of Contents: “... Exploration -- Differential Privacy in Federated Dynamic Gradient Clipping Based on Gradient Norm -- SolGPT a...”

4 Table of Contents: “... for Federated Applications -- Integrating Multilevel Security Policies in Multilevel Federated Database Systems...”

5 Table of Contents: “... Reinforcement Learning -- A Graph Generation Network with Privacy Preserving Capabilities -- Clustered Federated...”

6 Table of Contents: “...An Uncertainty-aware Auction Mechanism for Federated Learning -- Persistent Sketch A Memory...”

7 Table of Contents: “...Label-only Membership Inference Attack Against Federated Distillation -- Efficient proactive...”

8 Table of Contents: “...-perspective Development Method -- Maintaining Global Integrity in Federated Relational Databases Using...”

9 Table of Contents: “... in Federated Schemata Based on Tight Constraining -- Modal Query Language for Databases with Partial Orders...”

10 Table of Contents: “... Allocation -- Dynamic Objective and Advance Scheduling in Federated Grids -- Studying the Influence...”