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Jinyuan Jia — most-cited papers & profile · AI for Code
← authors
·
overview
Jinyuan Jia
60
papers ·
928
citations ·
17
h-index
Tongji University · Jilin University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning
2019 · 174 citations
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning
2019 · 174 citations
Provably Secure Federated Learning against Malicious Clients
2021 · 135 citations
Provably Secure Federated Learning against Malicious Clients
2021 · 135 citations
AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning
2018 · 67 citations
On Certifying Robustness against Backdoor Attacks via Randomized Smoothing
2020 · 59 citations
MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples
2019 · 34 citations
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary
2019 · 20 citations
BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning
2021 · 16 citations
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks
2020 · 15 citations
Backdoor Attacks to Graph Neural Networks
2020 · 12 citations
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data
2021 · 10 citations
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data
2021 · 10 citations
FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients
2022 · 10 citations
FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients
2022 · 10 citations
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
LLM Security
Privacy
Network Security
Federated Learning
Security
Forensics
Malware Detection