Evidence map›Paper›PMID 42202013›Full record

ArticleScience advances2026

A spin-orbit torque-based key generation system with key concealment and attack detection through irreversible physical changes.

Yan Xu, Wei Duan, Hao Wu, Yaoyuan Wang, Tian Qin, Shuai Zhang, Zhe Guo, Meilin Wan, Min Song, Long You

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Yan XuSchool of Integrated Circuits, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0008-6479-3720
Wei DuanSchool of Integrated Circuits, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0007-1326-6958
Hao WuSchool of Integrated Circuits, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0002-3124-5249
Yaoyuan WangSchool of Integrated Circuits, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0000-0001-9547-7394
Tian QinSchool of Integrated Circuits, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0000-5154-6167
Shuai ZhangSchool of Integrated Circuits, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0002-1585-1281
Zhe GuoKey Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan 430062, China.ORCID 0009-0008-8232-1153
Meilin WanKey Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan 430062, China.ORCID 0000-0003-1794-7279
Min SongKey Laboratory of Intelligent Sensing System and Security, Ministry of Education, Hubei University, Wuhan 430062, China.ORCID 0000-0002-7491-2999
Long YouSchool of Integrated Circuits, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0000-0001-5713-194X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The confidentiality of key storage devices determines the trustworthiness of cryptographic systems. Existing attack detection methods typically depend on monitoring external variations of devices, which can be circumvented by attackers. This work presents a unified key generation and protection scheme using spin-orbit torque (SOT) devices. By unifying static and dynamic entropy sources within the same devices, the key generation system functions both as physically unclonable functions and as true random number generators. In idle states, devices retain only random numbers and conceal any extractable key. Illegal key access irreversibly destroys stored random numbers, offering a robust attack detection mechanism. A comparator circuit flags illegal key extraction activity, ensuring that the user can promptly detect and revoke compromised keys. This approach merges key generation, concealment, and detection into a single physical platform, providing a hardware-rooted, unforgeable method for key protection.

Identifiers

PMID42202013
PMCPMC13215202

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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.