17 citations · 36 across the 9 of their papers we have counts for
10 papers
From Neural Intent to Cryptographic Authorization: Securing AI-Driven Enterprise Workflows
Jiasi Weng, Jian Weng, Minrong Chen +4
The rapid adoption of artificial intelligence (AI)-driven workflows is transforming high-consequence government and enterprise systems into language-based, tool-using and increasin…
OPAF: Optimized Secure Two-Party Computation Protocols for Nonlinear Activation Functions in Recurrent Neural Network
Qian Feng, Zhihua Xia, Zhifeng Xu +2
Deep neural network (DNN) typically involves convolutions, pooling, and activation function. Due to the growing concern about privacy, privacy-preserving DNN becomes a hot research…
Proof of Unlearning: Definitions and Instantiation
Jiasi Weng, Shenglong Yao, Yuefeng Du +3
The "Right to be Forgotten" rule in machine learning (ML) practice enables some individual data to be deleted from a trained model, as pursued by recently developed machine unlearn…
pvCNN: Privacy-Preserving and Verifiable Convolutional Neural Network Testing
Jiasi Weng, Jian Weng, Gui Tang +3
This paper proposes a new approach for privacy-preserving and verifiable convolutional neural network (CNN) testing, enabling a CNN model developer to convince a user of the truthf…
FedServing: A Federated Prediction Serving Framework Based on Incentive Mechanism
Jiasi Weng, Jian Weng, Hongwei Huang +2
Data holders, such as mobile apps, hospitals and banks, are capable of training machine learning (ML) models and enjoy many intelligence services. To benefit more individuals lacki…
Golden Grain: Building a Secure and Decentralized Model Marketplace for MLaaS
Jiasi Weng, Jian Weng, Chengjun Cai +2
ML-as-a-service (MLaaS) becomes increasingly popular and revolutionizes the lives of people. A natural requirement for MLaaS is, however, to provide highly accurate prediction serv…
Peripheral-free Device Pairing by Randomly Switching Power
Zhijian Shao, Jian Weng, Yue Zhang +5
The popularity of Internet-of-Things (IoT) comes with security concerns. Attacks against wireless communication venues of IoT (e.g., Man-in-the-Middle attacks) have grown at an ala…
SecEL: Privacy-Preserving, Verifiable and Fault-Tolerant Edge Learning for Autonomous Vehicles
Jiasi Weng, Jian Weng, Yue Zhang +2
Mobile edge computing (MEC) is an emerging technology to transform the cloud-based computing services into the edge-based ones. Autonomous vehicular network (AVNET), as one of the…
Onionchain: Towards Balancing Privacy and Traceability of Blockchain-Based Applications
Yue Zhang, Jian Weng, Jiasi Weng +2
With the popularity of Blockchain comes grave security-related concerns. Achieving privacy and traceability simultaneously remains an open question. Efforts have been made to addre…
Secure Software-Defined Networking Based on Blockchain
Weng Jiasi, Weng Jian, Liu Jia-Nan +1
Software-Defined Networking (SDN) separates the network control plane and data plane, which provides a network-wide view with centralized control (in the control plane) and program…