A survey of cybersecurity of digital manufacturing
The Industry 4.0 concept promotes a digital manufacturing (DM) paradigm that can enhance
quality and productivity, which reduces inventory and the lead time for delivering custom …
quality and productivity, which reduces inventory and the lead time for delivering custom …
ThermoTag: A hidden ID of 3D printers for fingerprinting and watermarking
To address the increasing challenges of counterfeit detection and IP protection for 3D
printing, we propose that every 3D printer holds unique fingerprinting features characterized …
printing, we propose that every 3D printer holds unique fingerprinting features characterized …
Identifying positioning-based attacks against 3D printed objects and the 3D printing process
J Straub - Pattern Recognition and Tracking XXVIII, 2017 - spiedigitallibrary.org
Zeltmann, et al. demonstrated that structural integrity and other quality damage to objects
can be caused by changing its position on a 3D printer's build plate. On some printers, for …
can be caused by changing its position on a 3D printer's build plate. On some printers, for …
Detection of system compromise in additive manufacturing using video motion magnification
SK Arul Prakash, T Mahan… - Journal of …, 2020 - asmedigitalcollection.asme.org
Three-dimensional printing systems have expanded the access to low cost, rapid methods
for attaining physical prototypes or products. However, a cyber attack, system error, or …
for attaining physical prototypes or products. However, a cyber attack, system error, or …
An approach to detecting deliberately introduced defects and micro-defects in 3D printed objects
J Straub - Pattern Recognition and Tracking XXVIII, 2017 - spiedigitallibrary.org
In prior work, Zeltmann, et al. demonstrated the negative impact that can be created by
defects of various sizes in 3D printed objects. These defects may make the object unsuitable …
defects of various sizes in 3D printed objects. These defects may make the object unsuitable …
3D printing cybersecurity: detecting and preventing attacks that seek to weaken a printed object by changing fill level
J Straub - Dimensional optical metrology and inspection for …, 2017 - spiedigitallibrary.org
Prior work by Zeltmann, et al. has demonstrated the impact of small defects and other
irregularities on the structural integrity of 3D printed objects. It posited that such defects …
irregularities on the structural integrity of 3D printed objects. It posited that such defects …
Physical security and cyber security issues and human error prevention for 3D printed objects: detecting the use of an incorrect printing material
J Straub - Dimensional Optical Metrology and Inspection for …, 2017 - spiedigitallibrary.org
A wide variety of characteristics of 3D printed objects have been linked to impaired structural
integrity and use-efficacy. The printing material can also have a significant impact on the …
integrity and use-efficacy. The printing material can also have a significant impact on the …
[PDF][PDF] Digital twin of manufacturing systems
The digitization of manufacturing systems is at the crux of the next industrial revolutions. The
digital representation of the “Physical Twin,” also known as the “Digital Twin,” will help in …
digital representation of the “Physical Twin,” also known as the “Digital Twin,” will help in …
A combined system for 3D printing cybersecurity
J Straub - Dimensional Optical Metrology and Inspection for …, 2017 - spiedigitallibrary.org
Previous work has discussed the impact of cybersecurity breaches on 3D printed objects.
Multiple attack types that could weaken objects, make them unsuitable for certain …
Multiple attack types that could weaken objects, make them unsuitable for certain …
SplitCode: Voronoi-based error exaggeration for authentication of manufactured parts
RR Adhikari, KA ElSayed, E Akleman… - Journal of Manufacturing …, 2022 - Elsevier
Counterfeiting in manufacturing is a crucial problem that has the potential to cause
economic losses to both small and large businesses, including the aerospace, automotive …
economic losses to both small and large businesses, including the aerospace, automotive …