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Yansong Gao — most-cited papers & profile · Cybersecurity
← authors
·
overview
Yansong Gao
25
papers ·
495
citations ·
18
h-index
Xinjiang Agricultural University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
2020 · 132 citations
STRIP: A Defence Against Trojan Attacks on Deep Neural Networks
2019 · 93 citations
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
2019 · 15 citations
Quantization Backdoors to Deep Learning Commercial Frameworks
2021 · 7 citations
Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures
2022 · 5 citations
NTD: Non-Transferability Enabled Backdoor Detection
2021 · 4 citations
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense
2023 · 4 citations
CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences
2022 · 2 citations
DeepTheft: Stealing DNN Model Architectures through Power Side Channel
2023 · 2 citations
MLMSA: Multi-Label Multi-Side-Channel-Information enabled Deep Learning Attacks on APUF Variants
2022 · 1 citations
One-to-Multiple Clean-Label Image Camouflage (OmClic) based Backdoor Attack on Deep Learning
2023 · 1 citations
Kill Two Birds with One Stone! Trajectory enabled Unified Online Detection of Adversarial Examples and Backdoor Attacks
2025
Large Language Model Adversarial Landscape Through the Lens of Attack Objectives
2025
Setup Once, Secure Always: A Single-Setup Secure Federated Learning Aggregation Protocol with Forward and Backward Secrecy for Dynamic Users
2025
SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning
2021
Top co-authors
Anmin Fu
· 8
Alsharif Abuadbba
· 7
Zhi Zhang
· 7
Surya Nepal
· 6
Derek Abbott
· 3
Huming Qiu
· 3
Bao Gia Doan
· 2
Gongxuan Zhang
· 2
Guohong Wang
· 2
Hua Ma
· 2
Hua Ma
· 2
Hyoungshick Kim
· 2
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
Privacy
Malware Detection
Anomaly Detection
Cryptography
LLM Security
Forensics