Machine learning with confidential computing: A systematization of knowledge
Privacy and security challenges in Machine Learning (ML) have become increasingly
severe, along with ML's pervasive development and the recent demonstration of large attack …
severe, along with ML's pervasive development and the recent demonstration of large attack …
Survey of research on confidential computing
D Feng, Y Qin, W Feng, W Li, K Shang… - IET …, 2024 - Wiley Online Library
As the global data strategy deepens and data elements accelerate integrating and flowing
more rapidly, the demand for data security and privacy protection has become increasingly …
more rapidly, the demand for data security and privacy protection has become increasingly …
Aster: Fixing the android tee ecosystem with arm cca
The Android ecosystem relies on either TrustZone (eg, OP-TEE, QTEE, Trusty) or trusted
hypervisors (pKVM, Gunyah) to isolate security-sensitive services from malicious apps and …
hypervisors (pKVM, Gunyah) to isolate security-sensitive services from malicious apps and …
Ascend-CC: Confidential Computing on Heterogeneous NPU for Emerging Generative AI Workloads
A Dhar, C Thorens, LM Lazier, L Cavigelli - arXiv preprint arXiv …, 2024 - arxiv.org
Cloud workloads have dominated generative AI based on large language models (LLM).
Specialized hardware accelerators, such as GPUs, NPUs, and TPUs, play a key role in AI …
Specialized hardware accelerators, such as GPUs, NPUs, and TPUs, play a key role in AI …
Devlore: Extending Arm CCA to Integrated Devices A Journey Beyond Memory to Interrupt Isolation
Arm Confidential Computing Architecture (CCA) executes sensitive computation in an
abstraction called realm VMs and protects it from the hypervisor, host OS, and other co …
abstraction called realm VMs and protects it from the hypervisor, host OS, and other co …
Confidential Computing on Heterogeneous Systems: Survey and Implications
Q Wang, D Oswald - arXiv preprint arXiv:2408.11601, 2024 - arxiv.org
In recent years, the widespread informatization and rapid data explosion have increased the
demand for high-performance heterogeneous systems that integrate multiple computing …
demand for high-performance heterogeneous systems that integrate multiple computing …
[PDF][PDF] Hardening and Adapting Trusted Execution Environments for Emerging Platforms
F Sang - 2024 - gts3.org
HARDENING AND ADAPTING TRUSTED EXECUTION ENVIRONMENTS FOR EMERGING
PLATFORMS A Dissertation Presented to The Academic Faculty By Page 1 HARDENING AND …
PLATFORMS A Dissertation Presented to The Academic Faculty By Page 1 HARDENING AND …