04191nam 22007215 450 991098332470332120250211143731.09789819611485(electronic bk.)978981961147810.1007/978-981-96-1148-5(MiAaPQ)EBC31882468(Au-PeEL)EBL31882468(CKB)37248672000041(DE-He213)978-981-96-1148-5(OCoLC)1498722657(EXLCZ)993724867200004120250118d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierArtificial Intelligence Security and Privacy Second International Conference, AIS&P 2024, Guangzhou, China, December 6-7, 2024, Proceedings /edited by Fangguo Zhang, Weiwei Lin, Hongyang Yan1st ed. 2025.Singapore :Springer Nature Singapore :Imprint: Springer,2025.1 online resource (254 pages)Lecture Notes in Computer Science,1611-3349 ;15399Print version: Zhang, Fangguo Artificial Intelligence Security and Privacy Singapore : Springer,c2025 9789819611478 -- BadHAR: Backdoor Attacks in Federated Human Activity Recognition Systems. -- Fully Automated Generation Mechanism of Rootfs for Specified Operating Systems under Linux. -- Anti-Side-Channel Attack Mechanisms in Blockchain Payment Channels. -- F2L: A Lightweight Focus Layer against Backdoor Attack in Federated Learning. -- Intelligent backpack based on ireless mobile technology. -- Tourism Industry Upgrading and Public Opinion Prevention Methods Based on BERTopic: A Case Study of Hotel Management. -- Privacy-Preserving Covert Channels in VoLTE via Inter-Frame Delay Modulation. -- Enhancing Adversarial Robustness in Object Detection via Multi-Task Learning and Class-Aware Adversarial Training. -- FedHKD: A Hierarchical Federated Learning Approach Integrating lustering and Knowledge Distillation for Non-IID Data. -- Application of Ensemble Learning Based on High-Dimensional Features in Financial Big Data. -- Collaborative Framework for Dynamic Knowledge Updating and Transparent Reasoning with Large Language Models. -- Zero-Shot Dense Retrieval based on Query Expansion. -- Lightweight Attention-CycleGAN for Nighttime-Daytime Image ransformation. -- Generative Image Steganography Based on Latent Space Vector Coding and Diffusion Model.This book constitutes the refereed proceedings of the Second International Conference on Artificial Intelligence Security and Privacy, AIS&P 2024, held in Guangzhou, China, during December 6-7, 2024. The 14 full papers included in this book were carefully reviewed and selected from 47 submissions. The papers help to researchers to exchange latest research progress in all areas such as artificial intelligence, security and privacy, and their applications.Lecture Notes in Computer Science,1611-3349 ;15399Artificial intelligenceSecurity systemsData protectionLaw and legislationCryptographyData encryption (Computer science)Data protectionArtificial IntelligenceSecurity Science and TechnologyPrivacyCryptologySecurity ServicesArtificial intelligence.Security systems.Data protectionLaw and legislation.Cryptography.Data encryption (Computer science)Data protection.Artificial Intelligence.Security Science and Technology.Privacy.Cryptology.Security Services.006.3Zhang Fangguo1754857Lin Weiwei997154Yan Hongyang1783537MiAaPQMiAaPQMiAaPQ9910983324703321Artificial Intelligence Security and Privacy4311416UNINA