Xiaodong Lin

Xiaodong Lin

University of Guelph

H-index: 82

North America-Canada

About Xiaodong Lin

Xiaodong Lin, With an exceptional h-index of 82 and a recent h-index of 62 (since 2020), a distinguished researcher at University of Guelph, specializes in the field of information security, privacy, digital forensics, wireless network security, applied cryptography.

His recent articles reflect a diverse array of research interests and contributions to the field:

QP-LDP for better global model performance in federated learning

Compositional text-to-image synthesis with attention map control of diffusion models

CODER: Protecting Privacy in Image Retrieval with Differential Privacy

Recess vaccine for federated learning: Proactive defense against model poisoning attacks

Blockchain-based health data sharing for continuous disease surveillance in smart environments

Class attention transfer based knowledge distillation

PPT: A privacy-preserving global model training protocol for federated learning in P2P networks

Decentralized Threshold Signatures with Dynamically Private Accountability

Xiaodong Lin Information

University

Position

Associate Professor IEEE Fellow Canada

Citations(all)

32110

Citations(since 2020)

17165

Cited By

25764

hIndex(all)

82

hIndex(since 2020)

62

i10Index(all)

428

i10Index(since 2020)

287

Email

University Profile Page

Google Scholar

Xiaodong Lin Skills & Research Interests

information security

privacy

digital forensics

wireless network security

applied cryptography

Top articles of Xiaodong Lin

QP-LDP for better global model performance in federated learning

2022/12/14

Compositional text-to-image synthesis with attention map control of diffusion models

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

CODER: Protecting Privacy in Image Retrieval with Differential Privacy

IEEE Transactions on Dependable and Secure Computing

2024/3/18

Recess vaccine for federated learning: Proactive defense against model poisoning attacks

Advances in Neural Information Processing Systems

2024/2/13

Blockchain-based health data sharing for continuous disease surveillance in smart environments

2023/1/10

Class attention transfer based knowledge distillation

2023

Hui Li
Hui Li

H-Index: 7

Xiaodong Lin
Xiaodong Lin

H-Index: 58

PPT: A privacy-preserving global model training protocol for federated learning in P2P networks

Computers & Security

2023/1/1

Decentralized Threshold Signatures with Dynamically Private Accountability

IEEE Transactions on Information Forensics and Security

2023/12/28

Adversarial Example Attacks and Defenses in DNS Data Exfiltration

2023/12/6

Xiaodong Lin
Xiaodong Lin

H-Index: 58

Daniel Gillis
Daniel Gillis

H-Index: 9

Practical and Privacy-Preserving Decision Tree Evaluation with One Round Communication

2023/12/3

Liang Xue
Liang Xue

H-Index: 36

Xiaodong Lin
Xiaodong Lin

H-Index: 58

Protecting Bilateral Privacy in Machine Learning-as-a-Service: A Differential Privacy Based Defense

2023/12/3

Le Wang
Le Wang

H-Index: 3

Xiaodong Lin
Xiaodong Lin

H-Index: 58

Why Trick Me: The Honeypot Traps on Decentralized Exchanges

2023/11/30

Le Wang
Le Wang

H-Index: 3

Xiaodong Lin
Xiaodong Lin

H-Index: 58

SIDS: A federated learning approach for intrusion detection in IoT using Social Internet of Things

Computer Networks

2023/11/1

Xiaodong Lin
Xiaodong Lin

H-Index: 58

Summary and Future Directions

2015

ALIF: Low-Cost Adversarial Audio Attacks on Black-Box Speech Platforms using Linguistic Features

2023/10/17

PAGE: Equilibrate Personalization and Generalization in Federated Learning

arXiv preprint arXiv:2310.08961

2023/10/13

Vehicular Networking: Ultra-Low Latency and Reliable Communications For Future Wireless Networks

IEEE Communications Standards Magazine

2023/9

Xiaodong Lin
Xiaodong Lin

H-Index: 58

A Deep Learning-based Data Usability Enhancement Scheme for Differential Privacy

2023/8/28

Patient-centric fine-grained access control for electronic medical record sharing with security via dual-blockchain

IEEE Transactions on Network Science and Engineering

2023/5/15

Xiaodong Lin
Xiaodong Lin

H-Index: 58

Edit everything: A text-guided generative system for images editing

arXiv preprint arXiv:2304.14006

2023/4/27

See List of Professors in Xiaodong Lin University(University of Guelph)

Co-Authors

academic-engine