Autore	Zhu Tianqing
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (510 pages)
Disciplina	004.35
Altri autori (Persone)	LiJin CastiglioneAniello
Collana	Lecture Notes in Computer Science
Soggetto topico	Algorithms Machine learning Computer engineering Computer networks Computer vision Design and Analysis of Algorithms Machine Learning Computer Engineering and Networks Computer Vision
ISBN	9789819615483 9819615488
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	An Enhanced Intrusion Detection Method Combined with Contrastive Federated Learning -- Black-Box Adversarial Attack Against Transformer-Based Object Detection Models in Vehicular Networks -- FedADDP: Privacy-Preserving Personalized Federated Learning with Adaptive Dimensional Differential Privacy -- DP-CLMI: Differentially Private Contrastive Learning against Membership Inference Attack -- DT-UPD: User Privacy Data Protection through Distribution Transformation in Unlearning Cloud Service -- Deduplication and Approximate Analytics for Encrypted IoT Data in Fog-assisted Cloud Storage -- Encrypted Malware Traffic Detection Via Time-Frequency Domain Analysis -- Behavior-Driven Encrypted Malware Detection with Robust Traffic Representation -- Optimizing Self-Training Sample Selection for Euphemism Detection in Special Scenarios -- Modal-Centric Insights into Multimodal Federated Learning for Smart Healthcare: A Survey -- Heterogeneous Graph Modeling for Resource-Aware Prediction of DRL Training Time -- A Comprehensive Review on Deep Learning System Testing -- CIGraph: Accelerating Graph Queries Over Database with Compressed Index -- Language-based Colorization with Sparse Attention and Multi-Scale Cross-Modal Semantic Alignment -- A Power Monitoring Framework of a Post-Quantum Cryptography Web Server -- A Lightweight Detection Scheme for Black-Hole Attacks and Gray-Hole Attacks in VANETs -- Federated Meta Continual Learning for Efficient and Autonomous Edge Inference -- Progressive Multiscale Attention Network for Diabetic Retinopathy -- FPIM: Fair and Privacy-Preserving Incentive Mechanism in Mobile Crowdsensing -- DRL-Based UAV Collaborative Task Offloading for Post-Disaster Scenarios -- Who is being impersonated? Deepfake Audio Detection and Impersonated Identification via Extraction of Id-specific Features -- Review of Incentive Mechanisms of Differential Privacy based Federated Learning Protocols: From the Economics and Game Theoretical Perspectives.
Record Nr.	UNINA-9910983307203321

Autore	Zhu Tianqing
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (541 pages)
Disciplina	004.35
Altri autori (Persone)	LiJin CastiglioneAniello
Collana	Lecture Notes in Computer Science
Soggetto topico	Algorithms Machine learning Computer engineering Computer networks Computer vision Design and Analysis of Algorithms Machine Learning Computer Engineering and Networks Computer Vision
ISBN	9789819615285 9819615283
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Updates Leakage Attack against Private Graph Split Learning -- Incremental Board Learning System Based on Feature Selection -- High-Capacity Image Hiding via Compressible Invertible Neural Network -- Crop Classification Methods Based on Siamese CBMM-CNN Architectures Using Hyperspectral Remote Sensing Data -- Secure and Revocable Multi-authority CP-ABE for Mobile Cloud Computing -- Software Crowdsourcing Allocation Algorithm Based on Task Priority -- Resource Management for GPT-based Model Deployed on Clouds: Challenges, Solutions, and Future Directions -- Dynamic Offloading Control for Waste Sorting Based on Deep Q-Network -- Hybridization of One- and Two-point Bandits Convex Optimization in Non-stationary Environments -- Style-specific Music Generation From Image -- Multimodal Summarization with Modality-Aware Fusion and Summarization Ranking -- Enhancing Text-Image Person Re-identification via Intra-Class Relevance Learning -- FEDNPAIT: Federated Learning with NADAM and PADAM for Instruction Tuning.-Feature Augmented Meta-learning on Domain Generalization for Evolving Malware Classification -- Coordinated Multi-regional Logistics Path Planning: A Broad Reinforcement Learning Framework -- Path Optimization Method Under UAV Charging Scheduling Network -- Cross-Modal Mask and Detail Alignment for Text-based Person Retrieval -- Prototype Enhancement for Few-shot Point Cloud Semantic Segmentation -- Towards Information Sharing Beetle Antennae Search Optimization -- A Cost-Effective Data Placement Strategy based on Battle Royale Optimization in Multi-Cloud Edge Environments -- A Multi-Holder Role and Strange Attractor-Based Data Possession Proof in Medical Clouds -- Privacy-Preserving Federated Learning Framework In Response Gaming Systems -- Federated Learning and Parallel Prompt Scheduling Strategies for Large Language Models.
Record Nr.	UNINA-9910983308203321

Autore	Zhu Tianqing
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (547 pages)
Disciplina	004.35
Altri autori (Persone)	LiJin CastiglioneAniello
Collana	Lecture Notes in Computer Science
Soggetto topico	Algorithms Machine learning Computer engineering Computer networks Computer vision Design and Analysis of Algorithms Machine Learning Computer Engineering and Networks Computer Vision
ISBN	9789819615254 9819615259
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Fake News Detection across Multiple Domains Using Fuzzy Association Rules -- A Scheme of Dynamic Location Privacy-preserving with Blockchain in Intelligent Transportation System -- DBFIA: Diffusion-Based Face Image Anonymization -- A Modular Sharing Scheme for EMRs Using Consortium Blockchain and Proxy Re-Encryption -- PFDF: Privacy Preserving Federated Decision Forest for Classification -- Data-Free Encoder Stealing Attack in Self-supervised Learning -- Data Poisoning Attack against Reinforcement Learning from Human Feedback in Robot Control Tasks -- A Mini-Model Can Make Machine Unlearning Better -- BlockWhisper: A Blockchain-based Hybrid Covert Communication Scheme with Strong Ability to Avoid Detection -- A Verifiable Decentralized Data Modification Mechanism Supporting Accountability for Securing Industrial IoT -- A Comprehensive Scheme for Transaction and Fund Tracing in Distributed Anonymous Transactions -- AutoMiner: Reinforcement Learning-Based Mining Attack Simulator -- FedSV: A Privacy-preserving Byzantine-robust Federated Learning Scheme with Self-Validation -- A Dual-Defense Self-Balancing Framework against Bilateral Model Attacks in Federated Learning -- PrivARM: Privacy-preserving Association Rule Mining in the Cloud -- Outliers are Real: Detecting VLM-generated Images via One-class Classification -- TSformer: A Transformer-Based Model Focusing Specifically on the Fusion of Temporal-Spatial Features for Traffic Forecasting -- Temperature-Based Watermarking and Detection for Large Language Models -- CPAKE: Dynamic Batch Authenticated Key Exchange with Conditional Privacy -- Certificate-based Transport Layer Security Encrypted Malicious Traffic Detection in Real-time Network Environments -- MAP-SIM: A Performance Model for Shared-Memory Heterogeneous Systems with Mapping Awareness -- A Vectorized Sequence-to-graph Alignment Algorithm.
Record Nr.	UNINA-9910983370003321

Autore	Zhu Tianqing
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (504 pages)
Disciplina	004.35
Altri autori (Persone)	LiJin CastiglioneAniello
Collana	Lecture Notes in Computer Science
Soggetto topico	Algorithms Machine learning Computer engineering Computer networks Computer vision Design and Analysis of Algorithms Machine Learning Computer Engineering and Networks Computer Vision
ISBN	9789819615421 9819615429
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Toward a QoS-Guaranteed Cloud through Elastic Resource Scaling and Request Updating -- A Dual Detection System of Common Anomalies in FANETs -- V-Sketch: A Sketch-based Verification Mechanism for Logical-Physical Rule Consistency in SDN -- Pessimistic Fault Diagnosis Algorithm for Hypercube-Like Networks Under the BGM Model -- Research on Tropical Cyclone Tracks Classification Methods and Feature Analysis in the Western Northern Pacific -- MARL-DCF: A Dual-channel Fusion Routing Algorithm based on Multi-agent Reinforcement Learning -- DataJudge: Cross-chain Data Consistency Verification Based on Extended Merkle Hash Tree -- Time-of-Use Pricing Aware Battery Swapping Station Charging -- Scheduling via Deep Reinforcement Learning -- ORL-EPM: A Profit-Aware and Load-Driven Heterogeneous Resource Management Scheme with Collaborative Edge Computing -- AQC: Achieving Precise Bandwidth Allocation with Augmented Queues for Credit-based Proactive Congestion Control -- ChainSafari: A General and Efficient Blockchain Verifiable Query Scheme with Real-Time Synchronization -- Parallel Implementation of Number-Theoretic Transform on GPU Clusters -- SwinMixer Detector: A Two-level Traffic Flow Detection System based on Swin Transformer and MLP-Mixer -- BAV-DSS: Blockchain Assisted Verifiable Data Sharing Scheme with Fast Encryption and Outsourced Decryption for IoT -- Blockchain-assisted Anonymous Data Sharing Scheme with Full Accountability for CloudIoT -- MSA2 : An Efficient Sparsity-Aware Accelerator for Matrix Multiplication with Multi-core Systolic Arrays -- Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels -- Anycast Routing for Unmanned Aerial Vehicle Networks with Multiple Base-stations -- Exploring RAPL as a Power Capping Leverage for Power-Constrained Infrastructures -- A Secure Cross-account Audit Scheme for Cross-chain Transactions -- Enhancing Delay-Sensitive Task Offloading: A Multi-Agent Deep Reinforcement Learning Approach for MEC-based AIoT Systems -- RF-AbVi: An Environmental Robust Monitoring Method of Abnormal Vibration Based on RFID.
Record Nr.	UNINA-9910983044003321

Autore	Zhu Tianqing
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (437 pages)
Disciplina	004.35
Altri autori (Persone)	LiJin CastiglioneAniello
Collana	Lecture Notes in Computer Science
Soggetto topico	Algorithms Machine learning Computer engineering Computer networks Computer vision Design and Analysis of Algorithms Machine Learning Computer Engineering and Networks Computer Vision
ISBN	9789819615513 9819615518
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	SteDM: Efficient Image Steganography With Diffusion Models -- BDFC:A New Flow Control Mechanism for Torus Networks -- A Hybrid Vectorized Merge Sort on ARM NEON -- An Encoder-based Framework for Privacy-preserving Machine Learning -- Load Balancing Optimizations for Distributed GMRES Algorithm -- ZKCross: An Efficient and Reliable Cross-chain Authentication Scheme Based on Lightweight Attribute-based Zero-knowledge Proof -- LSSM-SpMM: A Long-Row Splitting and Short-Row Merging Approach for Parallel SpMM on PEZY-SC3s -- A Model Inference Attack based on Random Sampling in DLaaS -- Defense Against Textual Backdoors via Elastic Weighted Consolidation-based Machine Unlearning -- Cross-Chain Transaction Auditing with Truth Discovery -- Exploring the Vulnerability of ECG-based Authentication Systems through A Dictionary Attack Approach.-LBVP: Lightweight Blockchain-based Vehicle Platooning Scheme for Secure and Efficient Platoon Management -- Low-Carbon Geographically Distributed Cloud-Edge Task Scheduling -- Integrating Blockchain, Smart Contracts, NFTs, and IPFS for Enhanced Transparency and Ethical Sourcing in Coffee and Cocoa Supply Chains -- The Role of Artificial Intelligence Technologies in Sustainable Urban Development: A Systematic Survey -- Enhancing Privacy in Machine Unlearning: Posterior Perturbation against Membership Inference Attack -- PEbfs: Implement High-performance Breadth-first Search on PEZY-SC3s -- Textual Data De-privatization Scheme Based on Generative Adversarial Networks.-Modeling and Simulation Verification of Operating Mode Switching of Train Control System Based on Train-to-Train Communication -- Performance Evaluation of NLP Models for European Portuguese: Multi-GPU/Multi-Node Configurations and Optimization Techniques -- FusionFrame: A Fusion Dataflow Scheduling Framework for DNN Accelerators via Analytical Modeling.
Record Nr.	UNINA-9910983492803321