Jinyuan Jia

发表

Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks

Xiaoyu Cao, Neil Zhenqiang Gong, Jinyuan Jia, 2020, AAAI.

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2019, USENIX Security Symposium.

Certified Robustness of Nearest Neighbors against Data Poisoning Attacks

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2020, ArXiv.

Data Poisoning Attacks to Local Differential Privacy Protocols pdf

Xiaoyu Cao, Neil Zhenqiang Gong, Jinyuan Jia, 2019, USENIX Security Symposium.

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning

Minghong Fang, Xiaoyu Cao, Neil Zhenqiang Gong, 2019, USENIX Security Symposium.

Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2020, WWW.

3 DOF Upper Limb Rehabilitation Robot- Assisted Training System

Chengqiu Li, Ze Chen, Jianwei Qin, 2014 .

BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning pdf

Neil Zhenqiang Gong, Jinyuan Jia, Yupei Liu, 2021, 2022 IEEE Symposium on Security and Privacy (SP).

Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2020, AAAI.

PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning

Jinyuan Jia, N. Gong, Hongbin Liu, 2022, ArXiv.

StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning

Jinyuan Jia, N. Gong, Yupei Liu, 2022, CCS.

MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples

Jinyuan Jia, N. Gong, Wenjie Qu, 2022, NeurIPS.

Pool Inference Attacks on Local Differential Privacy: Quantifying the Privacy Guarantees of Apple’s Count Mean Sketch in Practice

Kamalika Chaudhuri, Jinyuan Jia, Xiaoyu Cao, 2022 .

CariPainter: Sketch Guided Interactive Caricature Generation

Jinyuan Jia, Juyong Zhang, Hongrui Cai, 2022, ACM Multimedia.

FLCert: Provably Secure Federated Learning Against Poisoning Attacks

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2022, IEEE Transactions on Information Forensics and Security.

FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2022, 2023 IEEE Symposium on Security and Privacy (SP).

CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning

Jinyuan Jia, N. Gong, Hongbin Liu, 2022, 2211.08229.

Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning

Jinyuan Jia, N. Gong, Hongbin Liu, 2022, 2024 IEEE Security and Privacy Workshops (SPW).

EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning

Neil Zhenqiang Gong, Jinyuan Jia, Hongbin Liu, 2021, CCS.

10 Security and Privacy Problems in Self-Supervised Learning pdf

Neil Zhenqiang Gong, Jinyuan Jia, Hongbin Liu, 2021, ArXiv.

PointGuard: Provably Robust 3D Point Cloud Classification

Neil Zhenqiang Gong, Jinyuan Jia, Hongbin Liu, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing pdf

Binghui Wang, Xiaoyu Cao, Neil Zhenqiang Gong, 2019, ICLR.

Composite Filtering for UWB-Based Localization of Quadrotor UAV With Skewed Measurements and Uncertain Dynamics

Jinyuan Jia, Xiang Yu, Wenshuo Li, 2022, IEEE Transactions on Instrumentation and Measurement.

PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees

Jinyuan Jia, N. Gong, Hongbin Liu, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

RFES: a real-time fire evacuation system for Mobile Web3D

Jin-yuan Jia, Zhi-geng Pan, Feng-ting Yan, 2019, Frontiers of Information Technology & Electronic Engineering.

Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2020, KDD.

Data Poisoning Attacks to Local Differential Privacy Protocols

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2019, USENIX Security Symposium.

Certified Robustness of Nearest Neighbors against Data Poisoning Attacks pdf

Xiaoyu Cao, Neil Zhenqiang Gong, Jinyuan Jia, 2020, ArXiv.

Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks

Jinyuan Jia, N. Gong, Yupei Liu, 2020, AAAI.

Provably Secure Federated Learning against Malicious Clients

Xiaoyu Cao, Neil Zhenqiang Gong, Jinyuan Jia, 2021, AAAI.

Total variation distance privacy: Accurately measuring inference attacks and improving utility

Jinyuan Jia, Zheli Liu, Changyu Dong, 2023, Inf. Sci..

PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning

Jinyuan Jia, N. Gong, Hongbin Liu, 2022, USENIX Security Symposium.

Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations

Jinyuan Jia, Xiaoyu Cao, N. Gong, 2020, ICLR.

Graph Contrastive Backdoor Attacks

Jinyuan Jia, Jinghui Chen, Lu Lin, 2023 .

Experiential learning, institutional quality and Chinese state-owned firms’ cross-border acquisitions

Jinyuan Jia, Ping-Ju Wu, 2023, Nankai Business Review International.

Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data pdf

Neil Zhenqiang Gong, Jinyuan Jia, Yongji Wu, 2021, USENIX Security Symposium.

REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service

Jinyuan Jia, N. Gong, Wenjie Qu, 2023, NDSS.

Traffic parameter estimation and control system based on machine vision

Yong Fang, Huansheng Song, Xuan Wang, 2020 .

Pool Inference Attacks on Local Differential Privacy: Quantifying the Privacy Guarantees of Apple's Count Mean Sketch in Practice

Kamalika Chaudhuri, Jinyuan Jia, Xiaoyu Cao, 2023, USENIX Security Symposium.

CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning

Jinyuan Jia, N. Gong, Hongbin Liu, 2022, ArXiv.

PORE: Provably Robust Recommender Systems against Data Poisoning Attacks

Jinyuan Jia, N. Gong, Yupei Liu, 2023, USENIX Security Symposium.

Database Query System with Budget Option for Differential Privacy Against Repeated Attacks

Jin Peng, Peng Ran, Min Li, 2019, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.