Jianting Ning

Accountable Authority Ciphertext-Policy Attribute-Based Encryption with White-Box Traceability and Public Auditing in the Cloud.

2015 · IACR Cryptology ePrint Archive

Abstract. As a sophisticated mechanism for secure fine-grained ac-cess control, ciphertext-policy attribute-based encryption (CP-ABE) is a highly promising solution for commercial applications such as cloud com-puting. However, there still exists one major issue awaiting to …

Secure and Verifiable Inference in Deep Neural Networks

2020 · Annual Computer Security Applications Conference

Outsourced inference service has enormously promoted the popularity of deep learning, and helped users to customize a range of personalized applications. However, it also entails a variety of security and privacy issues brought by untrusted …

AADEC: Anonymous and Auditable Distributed Access Control for Edge Computing Services

2022 · IEEE Transactions on Information Forensics and Security

Edge computing is an emerging distributed computing concept that allows edge servers to provide authorized consumers with various on-demand services. Due to highly dynamic and untrustworthy network environments, various potential security concerns (e.g., unauthorized access, …

KA2SE: Key-Aggregation Authorized Searchable Encryption Scheme for Data Sharing in Wireless Sensor Networks

2024 · IEEE Transactions on Services Computing

As a promising technology, key-aggregation searchable encryption with constant computation overhead is especially suitable for sensor nodes with limited computation resources in wireless sensor networks. However, in most of the existing key-aggregation searchable encryption schemes, …

Pattern Hiding and Authorized Searchable Encryption for Data Sharing in Cloud Storage

2025 · IEEE Transactions on Knowledge and Data Engineering

Secure cloud storage is a prevalent way to provide data retrieval services, where users’ data are encrypted before uploading to the cloud. To effectively perform keyword searches over the encrypted data, the approach of searchable …

Verifiable and Lightweight Multi-Round Secure Federated Learning

2025 · IEEE Transactions on Dependable and Secure Computing

Federated learning (FL) is a paradigm that ensures the confidentiality and accessibility of data without requiring the collection of private data from multiple sources. It acquires an aggregation model by integrating various local models from …