Yansong Gao

About Yansong Gao

Yansong Gao, With an exceptional h-index of 22 and a recent h-index of 21 (since 2020), a distinguished researcher at Nanjing University of Science and Technology, specializes in the field of AI security and privacy, system security, physical unclonable functions.

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

SegScope: Probing Fine-grained Interrupts via Architectural Footprints

Agriculture 4.0 and Beyond: Evaluating Cyber Threat Intelligence Sources and Techniques in Smart Farming Ecosystems

One-to-Multiple Clean-Label Image Camouflage (OmClic) based backdoor attack on deep learning

BopSkyline: Boosting privacy-preserving skyline query service in the cloud

DeepTheft: Stealing DNN Model Architectures through Power Side Channel

Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects

On Model Outsourcing Adaptive Attacks to Deep Learning Backdoor Defenses

DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks

Yansong Gao Information

University

Position

___

Citations(all)

2796

Citations(since 2020)

2597

Cited By

635

hIndex(all)

22

hIndex(since 2020)

21

i10Index(all)

39

i10Index(since 2020)

38

Email

University Profile Page

Nanjing University of Science and Technology

Google Scholar

View Google Scholar Profile

Yansong Gao Skills & Research Interests

AI security and privacy

system security

physical unclonable functions

Top articles of Yansong Gao

Title

Journal

Author(s)

Publication Date

SegScope: Probing Fine-grained Interrupts via Architectural Footprints

Xin Zhang

Zhi Zhang

Qingni Shen

Wenhao Wang

Yansong Gao

...

2024/3/2

Agriculture 4.0 and Beyond: Evaluating Cyber Threat Intelligence Sources and Techniques in Smart Farming Ecosystems

Hang Thanh Bui

Hamed Aboutorab

Arash Mahboubi

Yansong Gao

Nazatul Haque Sultan

...

2024/2/12

One-to-Multiple Clean-Label Image Camouflage (OmClic) based backdoor attack on deep learning

Knowledge-Based Systems

Guohong Wang

Hua Ma

Yansong Gao

Alsharif Abuadbba

Zhi Zhang

...

2024/2/4

BopSkyline: Boosting privacy-preserving skyline query service in the cloud

Computers & Security

Weibo Wang

Yifeng Zheng

Songlei Wang

Zhongyun Hua

Lei Xu

...

2024

DeepTheft: Stealing DNN Model Architectures through Power Side Channel

arXiv preprint arXiv:2309.11894

Yansong Gao

Huming Qiu

Zhi Zhang

Binghui Wang

Hua Ma

...

2023/9/21

Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects

Na Li

Chunyi Zhou

Yansong Gao

Hui Chen

Anmin Fu

...

2024/3/13

On Model Outsourcing Adaptive Attacks to Deep Learning Backdoor Defenses

IEEE Transactions on Information Forensics and Security

Huaibing Peng

Huming Qiu

Hua Ma

Shuo Wang

Anmin Fu

...

2024/1/4

DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks

Seonhye Park

Alsharif Abuadbba

Shuo Wang

Kristen Moore

Yansong Gao

...

2023/12/4

TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World

Hua Ma

Yinshan Li

Yansong Gao

Zhi Zhang

Alsharif Abuadbba

...

2023/9/25

PPTA: A location privacy-preserving and flexible task assignment service for spatial crowdsourcing

Computer Networks

Menglun Zhou

Yifeng Zheng

Songlei Wang

Zhongyun Hua

Hejiao Huang

...

2023

Quantization backdoors to deep learning commercial frameworks

IEEE Transactions on Dependable and Secure Computing

Hua Ma

Huming Qiu

Yansong Gao

Zhi Zhang

Alsharif Abuadbba

...

2023/5/1

Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures

IEEE Transactions on Information Forensics and Security

Huming Qiu

Hua Ma

Zhi Zhang

Alsharif Abuadbba

Wei Kang

...

2023/10/13

MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning

Computers & Security

Hua Ma

Qun Li

Yifeng Zheng

Zhi Zhang

Xiaoning Liu

...

2023

MLMSA: Multi-Label Multi-Side-Channel-Information enabled Deep Learning Attacks on APUF Variants

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Yansong Gao

Jianrong Yao

Lihui Pang

Wei Yang

Anmin Fu

...

2023/1/12

Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction

IEEE Transactions on Information Forensics and Security

Ngoc Duy Pham

Alsharif Abuadbba

Yansong Gao

Tran Khoa Phan

Naveen Chilamkurti

2023/5/8

ObliuSky: Oblivious User-Defined Skyline Query Processing in the Cloud

arXiv preprint arXiv:2310.07148

Yifeng Zheng

Weibo Wang

Songlei Wang

Zhongyun Hua

Yansong Gao

2023/10/11

CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences

Shang Wang

Yansong Gao

Anmin Fu

Zhi Zhang

Yuqing Zhang

...

2023/7/10

WhistleBlower: A System-level Empirical Study on RowHammer

IEEE Transactions on Computers

Wei He

Zhi Zhang

Yueqiang Cheng

Wenhao Wang

Wei Song

...

2023/1/10

APMSA: Adversarial Perturbation against Model Stealing Attacks

IEEE Transactions on Information Forensics and Security

Jiliang Zhang

Shuang Peng

Yansong Gao

Zhi Zhang

Qinghui Hong

2023/2/20

Horizontal Class Backdoor to Deep Learning

arXiv preprint arXiv:2310.00542

Hua Ma

Shang Wang

Yansong Gao

2023/10/1

See List of Professors in Yansong Gao University(Nanjing University of Science and Technology)