Deep learning can achieve higher accuracy than traditional machine learning algorithms in
a variety of machine learning tasks. Recently, privacy-preserving deep learning has drawn …

Blockchain is a disruptive technology applied by academia and industry in a broad spectrum
of applications ranging from cryptocurrency, financial services, IoT, 5G, risk management to …

Cloud computing has become an irreversible trend. Together comes the pressing need for
verifiability, to assure the client the correctness of computation outsourced to the cloud …

Outsourcing the heavy decryption computation to a cloud service provider has been a
promising solution for a resource-constrained mobile device to deploy an attribute-based …

With the advent of cloud computing, outsourcing a computation has become a common
practice. A client, to have greater confidence in computations performed by the cloud, should …

The recently emerged blockchain (in particular smart contract) technology offers an enticing
opportunity for decentralized sharing economy. Machine learning can be one important …

Blockchain, a distributed and shared ledger, provides a credible and transparent solution to
increase application auditability by querying the immutable records written in the ledger …

The replication-Based Outsourced Computation (RBOC) mechanism allows a client to
outsource the same computing job to multiple contractors and the honest contractors will get …

We initiate a systematic study on the light-client protocol of permissionless blockchains, in
the setting where full nodes and light clients are rational. In the game-theoretic model, we …

The continuous production of large-scale data makes data outsourcing computation a trend.
In order to ensure that data outsourcing transaction is trusted and fair, it needs the …