Artificial Intelligence Security and Privacy : First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, Guangzhou, China, December 3–5, 2023, Proceedings, Part II / edited by Jaideep Vaidya, Moncef Gabbouj, Jin Li.

Format:

Book

Contributor:

Vaidya, Jaideep, editor.

Gabbouj, Moncef, editor.

Li, Jin, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 14510

Language:

English

Subjects (All):

Artificial intelligence.

Security systems.

Data protection--Law and legislation.

Data protection.

Cryptography.

Data encryption (Computer science).

Artificial Intelligence.

Security Science and Technology.

Privacy.

Cryptology.

Security Services.

Local Subjects:

Artificial Intelligence.

Security Science and Technology.

Privacy.

Cryptology.

Security Services.

Physical Description:

1 online resource (293 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This two-volume set LNCS 14509-14510, constitutes the refereed proceedings of the First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, held in Guangzhou, China, during December 3–5, 2023. The 40 regular papers and 23 workshop papers presented in this two-volume set were carefully reviewed and selected from 115 submissions. Topics of interest include, e.g., attacks and defence on AI systems; adversarial learning; privacy-preserving data mining; differential privacy; trustworthy AI; AI fairness; AI interpretability; cryptography for AI; security applications.

Contents:

Application of lattice-based unique ring signature in blockchain transactions

Rethinking Distribution Alignment for Inter-class Fairness

Online Learning Behavior Analysis and Achievement Prediction with Explainable Machine Learning

A Privacy-Preserving Face Recognition Scheme Combining Homomorphic Encryption and Parallel Computing

A graph-based vertical federation broad learning system

EPoLORE: Efficient and Privacy Preserved Logistic Regression scheme

Multi-dimensional Data Aggregation Scheme without a Trusted Third Party in Smart Grid

Using Micro Videos to Optimize Premiere Software Course Teaching

The Design and Implementation of Python Knowledge Graph for Programming Teaching

An Improved Prototypical Network for Endoscopic Grading of Intestinal Metaplasia

Secure Position-aware Graph Neural Networks for Session-based Recommendation

Design of a Fast Recognition Method for College Students' Classroom Expression Images Based on Deep Learning

Research on ALSTM-SVR based Traffic Flow prediction adaptive beacon message Joint control

An Improved Hybrid Sampling Model for Network Intrusion Detection Based on Data Imbalance

Using the SGE-CGAM Method to Address Class Imbalance Issues in Network Intrusion Detection

A Study of Adaptive Algorithm for Dynamic Adjustment of Transmission Power and Contention Window

Deep learning-based lung nodule segmentation and 3D reconstruction algorithm for CT images

GridFormer: Grid foreign object detection also requires Transformer

An Anomaly Detection and Localization Method Based on Feature Fusion and Attention

Ensemble of Deep Convolutional Network for Citrus Disease Classification using Leaf Images

PM2.5 Monitoring And Prediction Basing On IOT And RNN Neural Network

An image zero watermark algorithm based on DINOv2 and multiple cycle transformation

An image copyright authentication model based on blockchain and digital watermark.

Other Format:

Print version: Vaidya, Jaideep Artificial Intelligence Security and Privacy

ISBN:

981-9997-88-7

OCLC:

1420064988