Isana Veksler-Lublinsky

Senior Academic

Defending synthetic DNA orders against intra-order splitting-based obfuscation

Shaked Tayouri-Attia, Vladislav Kogan, Jacob Beal, Tal Levy, Dor Farbiash, Kevin Flyangolts, Steven T. Murphy, Tom Mitchell, Ryan Doughty, Felix Quintana, Joshua Stallings, Michael Nute, Gene D. Godbold, Todd J. Treangen, Barak Rotblat,Isana Veksler-Lublinsky,Rami Puzis

Biosecurity screening of synthetic DNA orders is a key defense against malicious actors and careless enthusiasts producing dangerous pathogens or toxins. It is important to evaluate biosecurity screening tools for potential vulnerabilities and to work responsibly with providers to ensure that vulnerabilities can be patched before being publicly disclosed. We consider a class of potential vulnerabilities in which a DNA sequence is obfuscated by splitting it into two or more fragments within a single synthetic DNA order, where the fragments can be readily reassembled via routine biological mechanisms. To evaluate this potential vulnerability, we develop a test set of obfuscated sequences based on controlled toxins, and share these materials with the biosecurity screening community. We then collect and analyze results from open-source and commercial biosecurity screening tools, alongside a novel Gene Edit Distance algorithm specifically designed to be robust against splitting-based obfuscations.

Publication language English
Journal Nature Communications
Volume 17
Issue number 1
Publication status Published - 01.12.2026
Article Number 11189

ASJC Scopus subject areas

General Chemistry
General Biochemistry, Genetics and Molecular Biology
General
General Physics and Astronomy

PubMed: MeSH publication types

Journal Article
Research Support, U.S. Gov't, Non-P.H.S.
Research Support, Non-U.S. Gov't
Research Support, N.I.H., Extramural
Access to Document
10.1038/s41467-026-77459-3
Other files and links
Link to publication in Scopus