18 citations · 21 across the 7 of their papers we have counts for
7 papers
Latency-Optimal Adaptive Split Inference for Privacy-Preserving Cloud-Edge-End Collaboration
Yi Li, Peng Zhang, Man Ho Au
Internet of Things (IoT) end devices are increasingly expected to support privacy-sensitive batch inference, yet their limited computational resources often make full local executi…
Lattice-Based Dynamic -Times Anonymous Authentication with Attribute-Based Credentials
Junjie Song, Jinguang Han, Man Ho Au +2
With the development of Internet, privacy has become a primary concern of users. Anonymous authentication plays an important role in privacy-preserving systems. A -times anonymo…
Neural Networks with (Low-Precision) Polynomial Approximations: New Insights and Techniques for Accuracy Improvement
Chi Zhang, Jingjing Fan, Man Ho Au +1
Replacing non-polynomial functions (e.g., non-linear activation functions such as ReLU) in a neural network with their polynomial approximations is a standard practice in privacy-p…
Stateful Switch: Optimized Time Series Release with Local Differential Privacy
Qingqing Ye, Haibo Hu, Kai Huang +2
Time series data have numerous applications in big data analytics. However, they often cause privacy issues when collected from individuals. To address this problem, most existing…
Towards Privacy-assured and Lightweight On-chain Auditing of Decentralized Storage
Yuefeng Du, Huayi Duan, Anxin Zhou +3
How to audit outsourced data in centralized storage like cloud is well-studied, but it is largely under-explored for the rising decentralized storage network (DSN) that bodes well…
Matrix Bloom Filter: An Efficient Probabilistic Data Structure for 2-tuple Batch Lookup
Yue Fu, Rong Du, Haibo Hu +2
With the growing scale of big data, probabilistic structures receive increasing popularity for efficient approximate storage and query processing. For example, Bloom filters (BF) c…
An Adaptive Gas Cost Mechanism for Ethereum to Defend Against Under-Priced DoS Attacks
Ting Chen, Xiaoqi Li, Ying Wang +5
The gas mechanism in Ethereum charges the execution of every operation to ensure that smart contracts running in EVM (Ethereum Virtual Machine) will be eventually terminated. Faili…