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Ziyu Liu

2 papers hereh-index 229 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CR2
same name
  • Ziyu Liu — 18 papers, h 8
  • Ziyu Liu — 8 papers, h 2
  • Ziyu Liu — 4 papers, h 2
  • Ziyu Liu — 4 papers, h 2
  • Ziyu Liu — 4 papers, h 2
  • Ziyu Liu — 3 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedMirrorNet: A TEE-Friendly Framework for Secure On-device DNN Inference

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CR2024

TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments

Ziyu Liu, Tong Zhou, Yukui Luo +1

Trusted Execution Environments (TEEs) have become a promising solution to secure DNN models on edge devices. However, the existing solutions either provide inadequate protection or…

cs.CR2023★ 1 cited

MirrorNet: A TEE-Friendly Framework for Secure On-device DNN Inference

Ziyu Liu, Yukui Luo, Shijin Duan +2

Deep neural network (DNN) models have become prevalent in edge devices for real-time inference. However, they are vulnerable to model extraction attacks and require protection. Exi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.