2022 4th International Conference on Data Intelligence and Security (ICDIS 2022) : Proceedings / Institute of Electrical and Electronics Engineers.

Format:

Book

Author/Creator:

Institute of Electrical and Electronics Engineers, author, issuing body.

Language:

English

Subjects (All):

Big data--Congresses.

Big data.

Artificial intelligence--Congresses.

Artificial intelligence.

Physical Description:

1 online resource (479 pages) : illustrations

Place of Publication:

Piscataway, NJ : IEEE, [2022]

Contents:

Efficient Mixed-Protocol Secure Four-Party Computation with Private RobustnessIntersection Based on Functional Encryption

Token Open Security Model for Updatable Encryption

Feature Selection of Intrusion Detection Method Based on Improved GWO

Intrusion Detection Method Based on Improved Sparrow Algorithm and Optimized SVM

Improving Network Intrusion Detection Using Autoencoder Feature Residuals

Attacking Malware Detection using Adversarial Machine Learning

HLT: A Hierarchical Vulnerability Detection Model Based on Transformer

Detecting Vulnerabilities in Ethereum Smart Contracts with Deep Learning

Data Leakage Attack via Backdoor Misclassification Triggers of Deep Learning Models

FBIPT: A New Robust Reversible Database Watermarking Technique Based on Position Tuples

A Robust Watermarking Method For Image Processing Models

Performance Comparison of Cryptosystems in Context to Internet of Things

Black-Box Adversarial Attacks on Deep Neural Networks: A Survey

A BSO-Based Feature Selection Algorithm Under Privacy Protection

A Negative Survey Based Method for Preserving Topology Privacy in Social Networks

Reconstructing Negative Survey with Least Squares Criterion

Accuracy Prediction of Negative Surveys

NegDL: Privacy-Preserving Deep Learning Based on Negative Database

PyHENet: A Generic Framework for Privacy-Preserving DL Inference Based on Fully Homomorphic Encryption

Local Energy Trading Platform Based on Privacy-Preserving Blockchain with Linkable Ring Signature

Achieving Efficient and Privacy-Preserving Arbitrary Geographic Range Query for Cloud

Towards Privacy-Preserving Computation on Gene: Construct Covid-19 Phylogenetic Tree using Homomorphic Encryption

Empirical Study on Frequency Adversarial Perturbation for Medical Image Privacy Protection

PPSL: Privacy-Preserving Text Classification for Split Learning

Data Security Search Based on Semi-Supervised Sensitive Classifier

Reconfigurable Intelligent Surfaces: A Physical Layer Security Perspective

Wireless Smart Electric Meter Operation under Data Security Attacks

Epsilon-Differentially Private and Fully Secure Logistic Regression on Vertically Split Data

Decoupling Consensus and Storage in Consortium Blockchains by Erasure Codes

A Secure and Large-Scale Multiparty Conditional Payment Scheme Based on Blockchain

Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection

Evaluation of Different ML and Text Processing Techniques for Hate Speech Detection

Moving Target Defense Strategy Selection Method Based on Long-Term Traffic Prediction

Watermarking Pre-Trained Encoders in Contrastive Learning

MCTrack: Multi-Head Contrastive Network for Visual Tracking

MultiShadow: Shadow Synthesis for Multiple Virtual Objects

IReF: Improved Residual Feature For Video Frame Deletion Forensics

Vision and Knowledge Bimodal Fine-Grained Recognition Based on Hierarchical Structured Knowledge Extraction

Context Feature Guided Network for Image Super-Resolution

Calibrated Relighting Network for Image Light Transfer

Visual Semantic SLAM Based on Examination of Moving Consistency in Dynamic Scenes

Open-Set Pets Facial Recognition Using Deep Learning and Statistical Learning

Recurrence Quantification Analysis for PPG/ECG-Based Subject Authentication

RGCFace: Regularized Global Center Loss for Deep Facial Expression Recognition

A Light Model for Corrosion Segmentation with Multi-Scale Information and CRF

Dynamic Graph Pattern Matching in Medical Knowledge Graphs

Temporal Knowledge Graph Reasoning Based on Graph Convolution Network

Cultural Resource Recommender System With Knowledge Graph Convolutional Network

Cluster Affiliation Model for Local Community Detection

Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning

Fast Classification of Indoor Functional Areas Based on a Pre-Trained Lightweight Network

Behavioral Sequence Classification with Constraints

Weighted Contiguous Sequential Pattern Mining

Fuzzy Utility Mining on Temporal Data

Membership Inference Countermeasure with A Partially Synthetic Data Approach

EFDO: Solving Extensive-Form Games Based On Double Oracle

NFSP-PER: An Efficient Sampling NFSP-Based Method with Prioritized Experience Replay

CFDMA: A Novel Click Fraud Detection Method in Mobile Advertising

Robust Initialization for Stereo Visual-Inertial SLAM with Polar-Based Gravity Estimation

A Review on Serious Games for Disaster Relief

DE with A New Population Initialization Method for the Dynamic Multidimensional Knapsack Problems

Underwater Object Detection with Swin Transformer

Information Entropy of Uncertainty Control: An Uncertainty Management Method in Imperfect Information Games

LwDeepStack: A Lightweight DeepStack Based on Knowledge Distillation

Dual Feature Fusion Trade Execution Framework with DDQN

A Multiscale Windows Deep Learning Approach For Sensor-Based Human Activity Recogniton

Passwordless VPN using FIDO2 Security Keys

Intelligent Residential Demand Response Optimization under Real-Time Pricing: A Comparison of Heuristics

Stylistic Pattern Guided Tip Extraction from Music Reviews

Extended Grey Model Based on Particle Swarm Optimization and Its Application in Cotton Yield Prediction

Primary Study on the Face-recognition Framework with anti-spoofing function

Author Index.

Notes:

Description based on publisher supplied metadata and other sources.

Includes index.

ISBN:

1665459689

9781665459686