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高

高艳松 (Yansong Gao)

The University of Western Australia

17H-index
85Paper Count
1.6KCitation Count
Published Papers 31
Publication Date
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Unfairness Attack and Unified Provable Defense on AI-Powered Internet of Energy
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-01
err0
PREAI
errHua Ma; Ruoxi Sun; Xin Yuan; Minhui Xue; Yansong Gao; Surya Nepal; Xingliang Yuan; Carsten Rudolph; Ling Liu
errShare
errSave
Intellectual property protection for deep learning model and dataset intelligence
errEngineering Applications of Artificial Intelligence
IF8
err2025-11-08
err0
PREAI
errYongqi Jiang; Yansong Gao; Chunyi Zhou; Hongsheng Hu; Si Chen; Anmin Fu; Willy Susilo
errShare
errSave
PrivBoost: A Federated Learning Framework for Differentially Private Tree Boosting
errComputer Networks
IF4.6
err2025-11-04
err0
PREAI
errShuangqing Xu; Yifeng Zheng; Yansong Gao; Zhongyun Hua
errShare
errSave
DRIFT: DCT-based robust and intelligent federated learning with trusted privacy
errNeurocomputing
IF6.5
err2025-09-30
err0
PREAI
errQihao Dong; Yang Bai; Mang Su; Yansong Gao; Anmin Fu
errShare
errSave
IDTRSC: ID-Based Traceable Ring Signcryption Framework for Data Sharing Without Key Escrow
errIEEE Transactions on Vehicular Technology
IF7.1
err2025-07-01
err0
PREAI
errJiannan Wei; Longyu Xie; Qinchuan Zhu; Yansong Gao; Keping Yu; Kim-Kwang Raymond Choo
errShare
errSave
WhistleBlower: A System-Level Empirical Study on RowHammer
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2025-03-01
err0
PREAI
errHe, Wei; Zhang, Zhi; Cheng, Yueqiang; Wang, Wenhao; Song, Wei; Gao, Yansong; Zhang, Qifei; Li, Kang; Liu, Dongxi; Nepal, Surya
errShare
errSave
Privacy-Preserving Competitive Detour Tasking in Spatial Crowdsourcing
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2025-01-01
err0
PREAI
errZheng, Yifeng; Zhou, Menglun; Wang, Songlei; Hua, Zhongyun; Jiang, Jinghua; Gao, Yansong
errShare
errSave
Decaf: Data Distribution Decompose Attack Against Federated Learning
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2025-01-01
err0
errOAAI
errDai, Zhiyang; Gao, Yansong; Zhou, Chunyi; Fu, Anmin; Zhang, Zhi; Xue, Minhui; Zheng, Yifeng; Zhang, Yuqing
errShare
errSave
Real-time identification of precursors in commercial aviation using multiple-instance learning
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-10-01
err0
PREAI
errXiang, Zhiwei; Gao, Zhenxing; Gao, Yansong; Zhang, Yangyang; Zhang, Runhao
errShare
errSave
One-to-Multiple Clean-Label Image Camouflage (OmClic) based backdoor attack on deep learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-03-01
err1
errOAAI
errWang, Guohong; Ma, Hua; Gao, Yansong; Abuadbba, Alsharif; Zhang, Zhi; Kang, Wei; Al-Sarawi, Said F.; Zhang, Gongxuan; Abbott, Derek
errShare
errSave
Toward a Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err1
PREAI
errQiu, Huming; Ma, Hua; Zhang, Zhi; Abuadbba, Alsharif; Kang, Wei; Fu, Anmin; Gao, Yansong
errShare
errSave
Sponge Attack Against Multi-Exit Networks With Data Poisoning
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errHuang, Benxuan; Pang, Lihui; Fu, Anmin; Al-Sarawi, Said F.; Abbott, Derek; Gao, Yansong
errShare
errSave
CareFL: Contribution Guided Byzantine-Robust Federated Learning
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err0
PREAI
errDong, Qihao; Yang, Shengyuan; Dai, Zhiyang; Gao, Yansong; Wang, Shang; Cao, Yuan; Fu, Anmin; Susilo, Willy
errShare
errSave
NoisFre: Noise-Tolerant Memory Fingerprints from Commodity Devices for Security Functions
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2023-11-01
err0
errOAAI
errGao, Yansong; Su, Yang; Nepal, Surya; Ranasinghe, Damith C.
errShare
errSave
Fair Cloud Auditing Based on Blockchain for Resource-Constrained IoT Devices
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2023-09-01
err3
PREAI
errZhou, Lei; Fu, Anmin; Yang, Guomin; Gao, Yansong; Yu, Shui; Deng, Robert H.
errShare
errSave
Implicit Hammer: Cross-Privilege-Boundary Rowhammer Through Implicit Accesses
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2023-09-01
err1
PREAI
errZhang, Zhi; He, Wei; Cheng, Yueqiang; Wang, Wenhao; Gao, Yansong; Liu, Dongxi; Li, Kang; Nepal, Surya; Fu, Anmin; Zou, Yi
errShare
errSave
FeSA: Automatic Federated Swarm Attestation on Dynamic Large-Scale IoT Devices
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2023-07-01
err11
PREAI
errKuang, Boyu; Fu, Anmin; Gao, Yansong; Zhang, Yuqing; Zhou, Jianying; Deng, Robert H.
errShare
errSave
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2023-01-01
err16
errOAAI
errPham, Ngoc Duy; Abuadbba, Alsharif; Gao, Yansong; Phan, Khoa Tran; Chilamkurti, Naveen
errShare
errSave
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2022-10-01
err35
errOAAI
errGao, Yansong; Kim, Minki; Thapa, Chandra; Abuadbba, Alsharif; Zhang, Zhi; Camtepe, Seyit; Kim, Hyoungshick; Nepal, Surya
errShare
errSave
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2022-07-01
err38
errOAAI
errGao, Yansong; Kim, Yeonjae; Doan, Bao Gia; Zhang, Zhi; Zhang, Gongxuan; Nepal, Surya; Ranasinghe, Damith C.; Kim, Hyoungshick
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
K
Kim‐Kwang Raymond Choo
H-index: 123 · Papers: 1.5K
N
Naixue Xiong
H-index: 90 · Papers: 1.1K
D
Derek Abbott
H-index: 87 · Papers: 1.1K
Y
Yang Xiang
H-index: 82 · Papers: 1.1K
S
Shui Yu
H-index: 82 · Papers: 1.1K
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