TY - JOUR
T1 - Molecular Barcoding as a Defense against Benchtop Biochemical Attacks on DNA Fingerprinting and Information Forensics
AU - Ibrahim, Mohamed
AU - Liang, Tung Che
AU - Scott, Kristin
AU - Chakrabarty, Krishnendu
AU - Karri, Ramesh
N1 - Funding Information:
Manuscript received January 26, 2020; revised April 30, 2020; accepted May 1, 2020. Date of publication May 14, 2020; date of current version July 6, 2020. This research was supported by the Army Research Office (W911NF-17-1-0320) and the National Science Foundation (CNS-183362). The associate editor coordinating the review of this manuscript and approving it for publication was Prof. Vitomir Štruc. (Corresponding author: Mohamed Ibrahim.) Mohamed Ibrahim, Tung-Che Liang, and Krishnendu Chakrabarty are with the Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708 USA (e-mail: mohamed.s.ibrahim@alumni.duke.edu; tung.che.liang@duke.edu; krish@ee.duke.edu).
Publisher Copyright:
© 2005-2012 IEEE.
PY - 2020
Y1 - 2020
N2 - DNA fingerprinting can offer remarkable benefits, especially for point-of-care diagnostics, information forensics, and analysis. However, the pressure to drive down costs is likely to lead to cheap untrusted solutions and a multitude of unprecedented risks. These risks will especially emerge at the frontier between the cyberspace and DNA biology. To address these risks, we perform a forensic-security assessment of a typical DNA-fingerprinting flow. We demonstrate, for the first time, benchtop analysis of biochemical-level vulnerabilities in flows that are based on a standard quantification assay known as polymerase chain reaction (PCR). After identifying potential vulnerabilities, we realize attacks using benchtop techniques to demonstrate their catastrophic impact on the outcome of the DNA fingerprinting. We also propose a countermeasure, in which DNA samples are each uniquely barcoded (using synthesized DNA molecules) in advance of PCR analysis, thus demonstrating the feasibility of our approach using benchtop techniques. We discuss how molecular barcoding could be utilized within a cyber-biological framework to improve DNA-fingerprinting security against a wide range of threats, including sample forgery. We also present a security analysis of the DNA barcoding mechanism from a molecular biology perspective.
AB - DNA fingerprinting can offer remarkable benefits, especially for point-of-care diagnostics, information forensics, and analysis. However, the pressure to drive down costs is likely to lead to cheap untrusted solutions and a multitude of unprecedented risks. These risks will especially emerge at the frontier between the cyberspace and DNA biology. To address these risks, we perform a forensic-security assessment of a typical DNA-fingerprinting flow. We demonstrate, for the first time, benchtop analysis of biochemical-level vulnerabilities in flows that are based on a standard quantification assay known as polymerase chain reaction (PCR). After identifying potential vulnerabilities, we realize attacks using benchtop techniques to demonstrate their catastrophic impact on the outcome of the DNA fingerprinting. We also propose a countermeasure, in which DNA samples are each uniquely barcoded (using synthesized DNA molecules) in advance of PCR analysis, thus demonstrating the feasibility of our approach using benchtop techniques. We discuss how molecular barcoding could be utilized within a cyber-biological framework to improve DNA-fingerprinting security against a wide range of threats, including sample forgery. We also present a security analysis of the DNA barcoding mechanism from a molecular biology perspective.
KW - Authentication
KW - barcodes
KW - biotechnology
KW - cyber-physical systems (CPS)
KW - encryption
KW - forensics
KW - genetics
KW - security
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U2 - 10.1109/TIFS.2020.2994742
DO - 10.1109/TIFS.2020.2994742
M3 - Article
AN - SCOPUS:85088299070
SN - 1556-6013
VL - 15
SP - 3595
EP - 3609
JO - IEEE Transactions on Information Forensics and Security
JF - IEEE Transactions on Information Forensics and Security
M1 - 9093855
ER -