Jilin Province Science and Technology Department

BAsyncFed-IDS: A buffered asynchronous federated learning-based intrusion detection system for in-vehicle networks

The Controller Area Network (CAN) is highly susceptible to malicious attacks due to its lack of encryption and authentication mechanisms, leading to the necessity of intrusion detection systems (IDS). However, centralized data processing not only incurs high storage costs and ban...

Study on the Differentiation of Microbial Communities Under Different Soil Types in the Typical Black Soil Area of Songnen Plain

Soil type imposes multilayered environmental filtering via physical structure, chemical properties, and resource availability, shaping microbial community assembly. Using 70 samples (black soil n = 27, meadow soil n = 32, and brown soil n = 11) from a typical black soil region of...

Enhanced 3D Gravity Inversion Using ResU-Net with Density Logging Constraints: A Dual-Phase Training Approach

Abstract Gravity exploration has become an important geophysical method due to its low cost and high efficiency. With the rise of artificial intelligence, data-driven gravity inversion methods based on deep learning (DL) possess physical property recovery capabilities that conven...

Synthesis of Unsymmetrical Alkyl Carbonate from Diethyl Carbonate and Benzyl Alcohol with N-Doped Carbon-Supported Iron Oxide Catalysts

Developing simple and efficient heterogeneous catalysts for transesterification of dialkyl carbonates with alcohols is very significant for achieving green syntheses of unsymmetrical alkyl carbonates. Here, a set of N-doped carbon material (NCM)-supported iron oxides was prepared...

MRU-YOLO: Marginal-Utility-Guided Selective Local Re-Observation for Small-Object Detection in UAV Imagery

Small-object details in high-resolution unmanned aerial vehicle (UAV) imagery are weakened when wide-area scenes are resized for detector input. Increasing input resolution or exhaustively processing local regions can recover spatial detail, but allocate computation without disti...