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Jinyuan Jia
Jinyuan Jia
Assistant Professor, Penn State
在 psu.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning
M Fang, X Cao, J Jia, NZ Gong
USENIX Security Symposium, 2020
8462020
MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples
J Jia, A Salem, M Backes, Y Zhang, NZ Gong
ACM Conference on Computer and Communications Security (CCS), 2019
3452019
AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning
J Jia, NZ Gong
USENIX Security Symposium, 2018
1702018
Backdoor attacks to graph neural networks
Z Zhang, J Jia, B Wang, NZ Gong
ACM Symposium on Access Control Models and Technologies (SACMAT), 2021
1652021
Random walk based fake account detection in online social networks
J Jia, B Wang, NZ Gong
IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2017
1332017
Stealing Links from Graph Neural Networks
X He, J Jia, M Backes, NZ Gong, Y Zhang
USENIX Security Symposium, 2021
1262021
BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning
J Jia, Y Liu, NZ Gong
IEEE Symposium on Security and Privacy (IEEE S&P), 2022
1222022
IPGuard: Protecting the Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary
X Cao, J Jia, NZ Gong
ACM ASIA Conference on Computer and Communications Security (ASIACCS), 2021
1082021
AttriInfer: Inferring user attributes in online social networks using markov random fields
J Jia, B Wang, L Zhang, NZ Gong
Proceedings of the WWW, 1561-1569, 2017
1022017
Provably Secure Federated Learning against Malicious Clients
X Cao, J Jia, NZ Gong
AAAI Conference on Artificial Intelligence (AAAI), 2021
1012021
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks
J Jia, X Cao, NZ Gong
AAAI Conference on Artificial Intelligence (AAAI), 2021
912021
On Certifying Robustness against Backdoor Attacks via Randomized Smoothing
B Wang, X Cao, J Jia, NZ Gong
CVPR 2020 Workshop on Adversarial Machine Learning in Computer Vision, 2020
912020
FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients
Z Zhang, X Cao, J Jia, NZ Gong
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2022
892022
Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing
J Jia, X Cao, B Wang, NZ Gong
International Conference on Learning Representations (ICLR), 2020
832020
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing
J Jia, B Wang, X Cao, NZ Gong
The Web Conference (WWW), 2020
772020
EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning
H Liu, J Jia, W Qu, NZ Gong
ACM Conference on Computer and Communications Security (CCS), 2021
702021
Data Poisoning Attacks to Local Differential Privacy Protocols
X Cao, J Jia, NZ Gong
USENIX Security Symposium, 2021
672021
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks
J Jia, Y Liu, X Cao, NZ Gong
AAAI Conference on Artificial Intelligence (AAAI), 2022
642022
PointGuard: Provably Robust 3D Point Cloud Classification
H Liu, J Jia, NZ Gong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
632021
Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation
B Wang, J Jia, NZ Gong
ISOC Network and Distributed System Security Symposium (NDSS), 2019
552019
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