Evidence map›Paper›PMID 40231891›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Implementing Multimodal Hardware Security with 2D α-In

Xinwei Zhang, Jiachao Zhou, Yishu Zhang, Jian Chai, Yongqing Bai, Hailiang Wang, Qian He, Xi Wang, Lin Wang, Yuda Zhao and 2 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Implementing Multimodal Hardware Security with 2D α-InAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Xinwei ZhangCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Jiachao ZhouCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Yishu ZhangCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Jian ChaiCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Yongqing BaiCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Hailiang WangCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Qian HeCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Xi WangCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Lin WangSchool of Mechanical Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China.
Yuda ZhaoCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Yang XuCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.
Bin YuCollege of Integrated Circuits, Zhejiang University, Hangzhou, Zhejiang, 311200, China.ORCID https://orcid.org/0000-0003-0237-6311

Funding

National Natural Science Foundation of China 92264106Natural Science Foundation of Zhejiang Province LDT23F0401
6 · The paper itself

Abstract

Security is a critical challenge in the integrated circuit (IC) industry, yet device-level hardware security remains largely underexplored. Most existing solutions necessitate modifications to current technology nodes and typically address only a single security threat, leaving them vulnerable to diverse attacks while incurring substantial costs in area, energy, and resources. In this study, an out-of-the-box security solution is proposed that integrates an in-memory sensing and computing (IMSC) architecture based on α-In

Indexed as

ferroelectric α‐In2Se3hardware securityin‐memory computingin‐memory sensingmultimodalneuromorphic synapses

Identifiers

PMID40231891
PMCPMC12244506

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.