Evidence map›Paper›PMID 42823441›Full record

ReviewNature food2026

Cybersecurity and resiliency in agricultural and food systems.

Feras A Batarseh, Manimaran Govindarasu, Monowar Hasan, Richard Hull, Doug Jacobson, Lav R Khot, Karl Levitt, Jim Reecy, Mohammad Sadoghi, Matt Bishop and 7 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature food, 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

17 authors.

Feras A BatarsehDepartment of Biological Systems Engineering, Virginia Tech, Blacksburg, VA, USA.ORCID http://orcid.org/0000-0002-6062-2747
Manimaran GovindarasuDepartment of Electrical and Computer Engineering, Iowa State University, Ames, IA, USA.
Monowar HasanSchool of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA.ORCID http://orcid.org/0000-0002-2657-0402
Richard HullInternational Center for Food Ontology Operability Data and Semantics, Davis, CA, USA. rhull@ic-foods.org.ORCID http://orcid.org/0009-0005-8960-8526
Doug JacobsonDepartment of Electrical and Computer Engineering, Iowa State University, Ames, IA, USA.ORCID http://orcid.org/0000-0002-6835-4687
Lav R KhotDepartment of Biological Systems Engineering, Washington State University, Pullman, WA, USA.
Karl LevittDepartment of Computer Science, University of California Davis, Davis, CA, USA.
Jim ReecyDepartment of Animal Science and Office of the Vice President for Research, Iowa State University, Ames, IA, USA.
Mohammad SadoghiDepartment of Computer Science, University of California Davis, Davis, CA, USA.
Matt BishopDepartment of Computer Science, University of California Davis, Davis, CA, USA.
Greg GoinsDepartment of Natural Resources and Environmental Design, North Carolina Agricultural and Technical State University, Greensboro, NC, USA.
Assefaw GebremedhinSchool of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA.
Ananth KalyanaramanSchool of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA.
Surya MallapragadaDepartment of Chemical and Biological Engineering and Office of the Vice President for Research, Iowa State University, Ames, IA, USA.ORCID http://orcid.org/0000-0002-9482-7273
Abdolhossein SarrafzadehBatten College of Engineering and Technology, Old Dominion University, Old Dominion University, Norfolk, VA, USA.
Kang XiaAgBioResearch, Michigan State University, East Lansing, MI, USA.
Matthew Claymore LangeInternational Center for Food Ontology Operability Data and Semantics, Davis, CA, USA. matthew@ic-foods.org.ORCID http://orcid.org/0000-0002-6148-7962

Funding

National Science Foundation (NSF) 2112606
6 · The paper itself

Abstract

Cyberattacks are escalating across the agrifood sector, one of 16 critical national infrastructures designated by the US Department of Homeland Security. Based on a workshop series involving more than 150 stakeholders, we propose the implementation of a consortium led by regional land-grant universities with expertise in artificial intelligence and cybersecurity, outlining a roadmap for comprehensive responses to current and emerging agrifood cyber risks. These include redoubling efforts in agriculture cybersecurity research, education and workforce development; creating agrifood security testbeds; performing cyber threat mitigation activities, including using artificial-intelligence-driven tools for anomaly detection, intrusion response and secure equipment assembly; establishing an Agriculture Security Operations Center; and collaborating with non-university stakeholders.

Identifiers

PMID42823441

What OpenQuestion holds

Textmetadata
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.