LEADER 05650nam 22006855 450 001 9911011774903321 005 20250624130250.0 010 $a981-9670-05-5 024 7 $a10.1007/978-981-96-7005-5 035 $a(MiAaPQ)EBC32175379 035 $a(Au-PeEL)EBL32175379 035 $a(CKB)39445512200041 035 $a(OCoLC)1525622464 035 $a(DE-He213)978-981-96-7005-5 035 $a(EXLCZ)9939445512200041 100 $a20250624d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNeural Information Processing $e31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2?6, 2024, Proceedings, Part XII /$fedited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (759 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2293 311 08$a981-9670-04-7 327 $aFine-tuning Fine-tuned Models: Towards a Practical Methodology for Sentiment Analysis with Small In-domain Supervised Dataset -- End-to-end Knowledge Graph Construction System Powered by Large Language Models -- EPRVR: Efficient Partially Relevant Video Retrieval with Disentangled Video Representation Learning -- Graph-Based Data Augmentation and Label Noise Identification for Entity Resolution -- Patient Mortality prediction Using Clinical Notes -- ScaleDoc: A Two-Stage Approach for Scale-Aware Document Dewarping -- CCUH:CLIP-Based Clustering Method for Unsupervised Hashing Multi-Modal Retrieval -- A Privacy-Preserving Image Classification Framework with Transformer -- Reversible Data Hiding in Dual Encrypted Images with Dual Data Embedding -- A Dual-Layer Reversible Data Hiding Scheme Based on Optimal Neighbor Mean Interpolation (ONMI) and Histogram Shifting -- Threat Intelligence Entity Recognition Based On Large Language Model With Contrastive Learning -- GTSD: Generative Text Steganography Based on Diffusion Model -- Enhanced Autoencoder Model for Robust Anomaly Detection in Financial Fraud with Imbalanced Data -- Membership Inference Attacks in Text Classification Tasks -- PURVEY-CE: A Complex texture adaptive image steganography based on channel attention -- Air-Sniffing Analytics Enhancing Wi-Fi Device Identification with Robust and Accurate Techniques -- Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices -- Control ControlNet: Multidimensional Backdoor Attack based on ControlNet -- CPANet: Convolutional Parameter Adapter Network for Image Copy-Move Forgery Detection and Localization -- AO-UAP: An Adaptive Universal Adversarial Perturbation Generation for Speech Recognition Models -- A Hilbert-Curve based Encoding scheme for Privacy-preserving Nearest-Neighbor Classification -- ZKP-HGNN: A Study on Improving Zero- Knowledge Proof (ZKP) Based on Heterogeneous Graph Neural Networks for Anonymous Digital Identity Sharing in Blockchain -- Adversarial Knowledge Extraction via Steering Diffusion Models -- Solving the Thinnest Path Problem with Hypergraph Learning -- AISSGR: Attack Investigation Based on Self-Supervised Graph Representation Learning -- Two-stage optimized adversarial patch for attacking infrared vehicle detectors in the physical world -- Deep Learning-Based Detection of Code Execution Vulnerabilities in Binary Programs -- Towards Real-Time Audio Deepfake Detection in Resource-Limited Environments -- Detecting Audio Deepfakes through Emotional Fingerprinting -- Constructing Multi-Detector Decision Forest for Fake Speech Detection -- KDAE: Kernel Density Auto-Encoder for Semi-Supervised Anomaly Detection with Limited Labeled Data. 330 $aThe sixteen-volume set, CCIS 2282-2297, constitutes the refereed proceedings of the 31st International Conference on Neural Information Processing, ICONIP 2024, held in Auckland, New Zealand, in December 2024. The 472 regular papers presented in this proceedings set were carefully reviewed and selected from 1301 submissions. These papers primarily focus on the following areas: Theory and algorithms; Cognitive neurosciences; Human-centered computing; and Applications. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2293 606 $aPattern recognition systems 606 $aData mining 606 $aMachine learning 606 $aSocial sciences$xData processing 606 $aAutomated Pattern Recognition 606 $aData Mining and Knowledge Discovery 606 $aMachine Learning 606 $aComputer Application in Social and Behavioral Sciences 615 0$aPattern recognition systems. 615 0$aData mining. 615 0$aMachine learning. 615 0$aSocial sciences$xData processing. 615 14$aAutomated Pattern Recognition. 615 24$aData Mining and Knowledge Discovery. 615 24$aMachine Learning. 615 24$aComputer Application in Social and Behavioral Sciences. 676 $a006.4 700 $aMahmud$b Mufti$01361230 701 $aDoborjeh$b Maryam$01827591 701 $aHuang$b Dejiang$01884775 701 $aLeung$b Andrew Chi Sing$01827593 701 $aDoborjeh$b Zohreh$01827594 701 $aTanveer$b M$01827595 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911011774903321 996 $aNeural Information Processing$94519337 997 $aUNINA