TY - GEN
T1 - How to ensure bad quality in metal additive manufacturing
T2 - 12th International Conference on Availability, Reliability and Security, ARES 2017
AU - Slaughter, Andrew
AU - Yampolskiy, Mark
AU - Matthews, Manyalibo
AU - King, Wayne E.
AU - Guss, Gabe
AU - Elovici, Yuval
N1 - Publisher Copyright: © 2017 Association for Computing Machinery.
PY - 2017/8/29
Y1 - 2017/8/29
N2 - Additive Manufacturing, a.k.a. 3D Printing, is increasingly used to manufacture functional parts, including components of safety critical systems. therefore, assuring part quality has become of paramount importance. In-situ infrared (IR) imaging systems are a promising solution to increase final build quality and minimize time-consuming and costly post processing and characterization. However, it also raises novel security concerns. We argue that, if compromised, the same in-situ quality control can be abused to sabotage manufactured parts. As a basis for our discussion, we first detail how IR thermography is used in open-loop and, experimentally, in closed-loop quality control for powder bed fusion (PBF) systems. We then identify malicious manipulations that an adversary can perform. We discuss the consequences of the manipulations on the manufactured part's quality. For selected attacks, we also provide experimental proof of the identified manipulations and their consequences.
AB - Additive Manufacturing, a.k.a. 3D Printing, is increasingly used to manufacture functional parts, including components of safety critical systems. therefore, assuring part quality has become of paramount importance. In-situ infrared (IR) imaging systems are a promising solution to increase final build quality and minimize time-consuming and costly post processing and characterization. However, it also raises novel security concerns. We argue that, if compromised, the same in-situ quality control can be abused to sabotage manufactured parts. As a basis for our discussion, we first detail how IR thermography is used in open-loop and, experimentally, in closed-loop quality control for powder bed fusion (PBF) systems. We then identify malicious manipulations that an adversary can perform. We discuss the consequences of the manipulations on the manufactured part's quality. For selected attacks, we also provide experimental proof of the identified manipulations and their consequences.
KW - Additive manufacturing
KW - Infrared thermography
KW - Powder bed fusion
KW - Sabotage
KW - Safety
KW - Security
KW - Tampering
UR - http://www.scopus.com/inward/record.url?scp=85030323078&partnerID=8YFLogxK
U2 - 10.1145/3098954.3107011
DO - 10.1145/3098954.3107011
M3 - Conference contribution
T3 - ACM International Conference Proceeding Series
BT - ARES 2017 - Proceedings of the 12th International Conference on Availability, Reliability and Security
Y2 - 29 August 2017 through 1 September 2017
ER -