Artificial Intelligence Security and Privacy Third International Conference, AIS&P 2025, Guangzhou, China, December 5–7, 2025, Proceedings

Integrating Large Language Models with IDS for Analyst-Guided Automated Threat Response.- GBAA-GA: General Black-Box Adversarial Attack Method for Audio Recognition Based on Genetic Algorithm.- ConsistRAG：Defending Retrieval-Augmented Generation of Large Language Models against Knowledge Corruption Attacks.- The Reliability Fallacy: How Label Ambiguity Undermines AI Hate Speech Detection.- ProFL-DARL: Privacy-Preserving Robustness Federated Learning with Dynamic Aggregation Based on Reinforcement Learning.- A Deep Learning-based Dual-Branch Feature Fusion Model for Network Intrusion Detection.- Research on the Security Evaluation System for Sensitive Personal Information of ICV Terminals in Real Vehicle Usage Scenarios.- Lightweight Face Image Anonymization via Differential Privacy and Feature Decomposition.- Jailbreak Large Reasoning Model through Chain-of-Thought Forgery.- Secure and Intelligent Data Deduplication for Large Scale Data Storage in Language Model.- Towards Trustworthy Imbalanced IDS: Balancing Calibration, Adaptation, and Oversampling.- SLAB: Stealthy Deep Reinforcement Learning Backdoor Attack with Latent Space Trigger.- A Fake News Detection Technology based on Adversarial Contrast under Few-shot Samples.- Stealthy Parasites: Uncovering and Analyzing Reflected Search Poisoning for Illicit Promotion.- Method and Model for Analyzing the Rationality of Medical Visits based on Automatic Machine Learning.- Research on Moisture Prediction Based on Spatio-Temporal Graph Neural Network.- Self-supervised Conjoint CLIP for Unsupervised Domain Adaptation.- Application of a Linear Programming-Driven Multi- Algorithm Integration Framework in Optimizing Crop Planting Strategies.- Computational Thinking Reflected in K-means Clustering: Taking NetLogo Simulation as an Example.- Lithium-ion Battery SOH Prediction with Multi-feature Extraction Using a BiLSTM-RPTransformer Model.- Edge-enhanced Multi-scale Fusion for Pixel-level Image Tampering Localization.- A Survey of HOI Detection: Method Evolution and Multimodal Fusion.- Research on Key Technologies and Effect Verification of Anti-seepage Construction for Water Conservancy and Hydropower Dams Based on BIM Technology.- Algorithm Optimization and Benefit Analysis of BIM Technology in Refined Cost Management of Engineering Projects.- Joint Extraction of Equipment Fault Text Entity Relations based on BERT-GPLinker.- CS-SVM Algorithm Empowers BIM Technology in the Model Construction and Application of Construction Project Cost Prediction.- Research on Intelligent Question-and-answer Multi-intention Analysis Method of Converter Steelmaking Knowledge Graph.- Construction of an English Essay Topic and Opinion Analysis Model Based on PLDA-NTM and Bi-GRU.- FewShot-CrackDet An Improved LoRA-Based Few-Shot Intelligent Detection Model for Bridge and Building Structural Cracks.- A Systematic Review of AI in Cultural Heritage Preservation: Technological Frameworks, Applications, and Future Directions.- AI Redrawing and Verification: Reliability Analysis Based on Image Generation and Qing Dynasty Official Embroidery Data.- Open-set Cultural Object Detection Based on Vision-Language Pre-trained Models Algorithm.- A Study on Intelligent Monitoring and Prediction of Foundation Deformation Based on the Internet of Things and the LSTM Model.- Pricing Strategy of Remanufacturing Supply Chain Based on Stackelberg Game and Intelligent Optimization.- Data-Driven Intelligent Matching for the Integration of Science, Industry, and Education: Research on Path Mining and Efficacy Optimization of Achievement Transformation Based on Machine Learning Algorithms.- Image Style Transfer Method Based on CycleGAN.- Artificial Intelligence Technology Adoption on Enterprise Supply Chain Diversification and Supply Chain Resilience.- Arc Light Filtering Method for Welding Images Based on a Conditional Diffusion Model.- LRPE: A Lightweight Robot Pose Estimation Network.- Cross-Domain Detection of Lithium Battery Electrode Endpoints Based on Structural Optimization and Incremental Learning.- ETC-KG: A Hybrid Extraction and Cross-Modal Alignment Method for Knowledge Graph Construction in the ETC.