A full dive into realizing the edge-enabled metaverse: Visions, enabling technologies, and challenges
Dubbed “the successor to the mobile Internet,” the concept of the Metaverse has grown in
popularity. While there exist lite versions of the Metaverse today, they are still far from …
popularity. While there exist lite versions of the Metaverse today, they are still far from …
Privacy preservation for federated learning in health care
Artificial intelligence (AI) shows potential to improve health care by leveraging data to build
models that can inform clinical workflows. However, access to large quantities of diverse …
models that can inform clinical workflows. However, access to large quantities of diverse …
Federated learning enables big data for rare cancer boundary detection
Although machine learning (ML) has shown promise across disciplines, out-of-sample
generalizability is concerning. This is currently addressed by sharing multi-site data, but …
generalizability is concerning. This is currently addressed by sharing multi-site data, but …
A survey on ChatGPT: AI-generated contents, challenges, and solutions
With the widespread use of large artificial intelligence (AI) models such as ChatGPT, AI-
generated content (AIGC) has garnered increasing attention and is leading a paradigm shift …
generated content (AIGC) has garnered increasing attention and is leading a paradigm shift …
PRADA: protecting against DNN model stealing attacks
Machine learning (ML) applications are increasingly prevalent. Protecting the confidentiality
of ML models becomes paramount for two reasons:(a) a model can be a business …
of ML models becomes paramount for two reasons:(a) a model can be a business …
Sok: Sharding on blockchain
Blockchain is a distributed and decentralized ledger for recording transactions. It is
maintained and shared among the participating nodes by utilizing cryptographic primitives …
maintained and shared among the participating nodes by utilizing cryptographic primitives …
A survey on blockchain-based trust management for Internet of Things
Internet of Things (IoT) aims to create a vast network with billions of things that can
seamlessly create and exchange data, establishing intelligent interactions between people …
seamlessly create and exchange data, establishing intelligent interactions between people …
Darknetz: towards model privacy at the edge using trusted execution environments
We present DarkneTZ, a framework that uses an edge device's Trusted Execution
Environment (TEE) in conjunction with model partitioning to limit the attack surface against …
Environment (TEE) in conjunction with model partitioning to limit the attack surface against …
Scalable byzantine consensus via hardware-assisted secret sharing
The surging interest in blockchain technology has revitalized the search for effective
Byzantine consensus schemes. In particular, the blockchain community has been looking for …
Byzantine consensus schemes. In particular, the blockchain community has been looking for …
[PDF][PDF] SANCTUARY: ARMing TrustZone with User-space Enclaves.
ARM TrustZone is one of the most widely deployed security architecture providing Trusted
Execution Environments (TEEs). Unfortunately, its usage and potential benefits for …
Execution Environments (TEEs). Unfortunately, its usage and potential benefits for …