Jiale Zhang

About Jiale Zhang

Jiale Zhang, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Nanjing University of Aeronautics and Astronautics, specializes in the field of AI security and privacy, Federated learning, Blockchain.

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

Fine-grained smart contract vulnerability detection by heterogeneous code feature learning and automated dataset construction

Blockfd: blockchain-based federated distillation against poisoning attacks

Privacy Inference Attack and Defense in Centralized and Federated Learning: A Comprehensive Survey

FLPurifier: Backdoor Defense in Federated Learning via Decoupled Contrastive Training

A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research

EXVUL: Towards Effective and Explainable Vulnerability Detection for IoT Devices

BadCleaner: Defending Backdoor Attacks in Federated Learning Via Attention-Based Multi-Teacher Distillation

Application programming interface recommendation for smart contract using deep learning from augmented code representation

Jiale Zhang Information

University

Position

___

Citations(all)

1538

Citations(since 2020)

1523

Cited By

284

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

24

i10Index(since 2020)

24

Email

University Profile Page

Nanjing University of Aeronautics and Astronautics

Google Scholar

View Google Scholar Profile

Jiale Zhang Skills & Research Interests

AI security and privacy

Federated learning

Blockchain

Top articles of Jiale Zhang

Title

Journal

Author(s)

Publication Date

Fine-grained smart contract vulnerability detection by heterogeneous code feature learning and automated dataset construction

Journal of Systems and Software

Jie Cai

Bin Li

Tao Zhang

Jiale Zhang

Xiaobing Sun

2024/3/1

Blockfd: blockchain-based federated distillation against poisoning attacks

Neural Computing and Applications

Ye Li

Jiale Zhang

Junwu Zhu

Wenjuan Li

2024/4/23

Privacy Inference Attack and Defense in Centralized and Federated Learning: A Comprehensive Survey

Bosen Rao

Jiale Zhang

Di Wu

Chengcheng Zhu

Xiaobing Sun

...

2024/2/8

FLPurifier: Backdoor Defense in Federated Learning via Decoupled Contrastive Training

IEEE Transactions on Information Forensics and Security

Jiale Zhang

Chengcheng Zhu

Xiaobing Sun

Chunpeng Ge

Bing Chen

...

2024/4/4

A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research

Sicong Cao

Xiaobing Sun

Ratnadira Widyasari

David Lo

Xiaoxue Wu

...

2024/1/26

EXVUL: Towards Effective and Explainable Vulnerability Detection for IoT Devices

IEEE Internet of Things Journal

Sicong Cao

Xiaobing Sun

Wei Liu

Di Wu

Jiale Zhang

...

2024/3/27

BadCleaner: Defending Backdoor Attacks in Federated Learning Via Attention-Based Multi-Teacher Distillation

IEEE Transactions on Dependable and Secure Computing

Jiale Zhang

Chengcheng Zhu

Chunpeng Ge

Chuan Ma

Yanchao Zhao

...

2024/1/15

Application programming interface recommendation for smart contract using deep learning from augmented code representation

Journal of Software: Evolution and Process

Jie Cai

Qian Cai

Bin Li

Jiale Zhang

Xiaobing Sun

2024/3/3

基于对比训练的联邦学习后门防御方法

通信学报

张佳乐, 朱诚诚, 成翔, 孙小兵, 陈兵

2024/3

Label-Only Membership Inference Attack Against Federated Distillation

Xi Wang

Yanchao Zhao

Jiale Zhang

Bing Chen

2023/10/20

ADFL: Defending Backdoor Attacks in Federated Learning via Adversarial Distillation

Computers & Security

Chengcheng Zhu

Jiale Zhang

Xiaobing Sun

Bing Chen

Weizhi Meng

2023/9/1

Ponzi Scheme Detection in Smart Contract via Transaction Semantic Representation Learning

IEEE Transactions on Reliability

Jie Cai

Bin Li

Jiale Zhang

Xiaobing Sun

2023/10/9

基于 GAN 的联邦学习成员推理攻击与防御方法

通信学报

张佳乐, 朱诚诚, 孙小兵, 陈兵

2023/5/1

An intrusion detection system based on stacked ensemble learning for IoT network

Computers and Electrical Engineering

Yongzhong Cao

Zhihui Wang

Hongwei Ding

Jiale Zhang

Bin Li

2023/9/1

Multi-level membership inference attacks in federated Learning based on active GAN

Neural Computing and Applications

Hao Sui

Xiaobing Sun

Jiale Zhang

Bing Chen

Wenjuan Li

2023/8

LAFED: A lightweight authentication mechanism for blockchain-enabled federated learning system

Future Generation Computer Systems

Shan Ji

Jiale Zhang

Yongjing Zhang

Zhaoyang Han

Chuan Ma

2023/8/1

ASSBert: Active and semi-supervised bert for smart contract vulnerability detection

Journal of Information Security and Applications

Xiaobing Sun

Liangqiong Tu

Jiale Zhang

Jie Cai

Bin Li

...

2023/3/1

Combine sliced joint graph with graph neural networks for smart contract vulnerability detection

Journal of Systems and Software

Jie Cai

Bin Li

Jiale Zhang

Xiaobing Sun

Bing Chen

2023/1/1

IoT Botnet Attacks Detection and Classification Based on Ensemble Learning

Yongzhong Cao

Zhihui Wang

Hongwei Ding

Jiale Zhang

Bin Li

2023/10/21

VPFL: A verifiable privacy-preserving federated learning scheme for edge computing systems

Digital Communications and Networks

Jiale Zhang

Yue Liu

Di Wu

Shuai Lou

Bing Chen

...

2023/8/1

See List of Professors in Jiale Zhang University(Nanjing University of Aeronautics and Astronautics)

Co-Authors

H-index: 74
Prof Shui Yu

Prof Shui Yu

University of Technology

H-index: 42
Weizhi Meng

Weizhi Meng

Danmarks Tekniske Universitet

H-index: 30
Xiaobing Sun

Xiaobing Sun

Yangzhou University

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