A full dive into realizing the edge-enabled metaverse: Visions, enabling technologies, and challenges

M Xu, WC Ng, WYB Lim, J Kang, Z **ong… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
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 …

Privacy preservation for federated learning in health care

S Pati, S Kumar, A Varma, B Edwards, C Lu, L Qu… - Patterns, 2024 - cell.com
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 …

Federated learning enables big data for rare cancer boundary detection

S Pati, U Baid, B Edwards, M Sheller, SH Wang… - Nature …, 2022 - nature.com
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 …

A survey on ChatGPT: AI-generated contents, challenges, and solutions

Y Wang, Y Pan, M Yan, Z Su… - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
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 …

PRADA: protecting against DNN model stealing attacks

M Juuti, S Szyller, S Marchal… - 2019 IEEE European …, 2019 - ieeexplore.ieee.org
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 …

Sok: Sharding on blockchain

G Wang, ZJ Shi, M Nixon, S Han - … of the 1st ACM Conference on …, 2019 - dl.acm.org
Blockchain is a distributed and decentralized ledger for recording transactions. It is
maintained and shared among the participating nodes by utilizing cryptographic primitives …

A survey on blockchain-based trust management for Internet of Things

Y Liu, J Wang, Z Yan, Z Wan… - IEEE internet of Things …, 2023 - ieeexplore.ieee.org
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 …

Darknetz: towards model privacy at the edge using trusted execution environments

F Mo, AS Shamsabadi, K Katevas… - Proceedings of the 18th …, 2020 - dl.acm.org
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 …

Scalable byzantine consensus via hardware-assisted secret sharing

J Liu, W Li, GO Karame… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The surging interest in blockchain technology has revitalized the search for effective
Byzantine consensus schemes. In particular, the blockchain community has been looking for …

[PDF][PDF] SANCTUARY: ARMing TrustZone with User-space Enclaves.

F Brasser, D Gens, P Jauernig, AR Sadeghi, E Stapf - NDSS, 2019 - ndss-symposium.org
ARM TrustZone is one of the most widely deployed security architecture providing Trusted
Execution Environments (TEEs). Unfortunately, its usage and potential benefits for …