Evidence map›Paper›PMID 41516529›Full record

ArticleSensors (Basel, Switzerland)2025

Real-Time Stream Data Anonymization via Dynamic Reconfiguration with

Jiyeon Lee, Soonseok Kim

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. 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

2 authors.

Jiyeon LeeDepartment of AI Information Security, Halla University, Wonju 26404, Republic of Korea.
Soonseok KimDepartment of AI Information Security, Halla University, Wonju 26404, Republic of Korea.ORCID 0000-0002-8458-7077

Funding

Institute of Information & Communications Technology Planning & Evaluation (IITP)-Innovative Human Resource Development for Local Intellectualization program grant funded by the Korea government (MSIT) IITP-2025-RS-2023-00260267Regional Innovation System & Education (RISE) program through the Gangwon RISE Center, funded by the Ministry of Education (MOE) and the Gangwon State (G.S.), Republic of Korea 2025-RISE-10-008
6 · The paper itself

Abstract

Pipelines that satisfy

Indexed as

dynamic reconfigurationinformation lossk-anonymityl-diversitymicroaggregationprivacy–utility trade-offreal-time data streamstream anonymizationSUHDSAUBDSA

Identifiers

PMID41516529
PMCPMC12787618

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.