Process monitoring for material extrusion additive manufacturing: a state-of-the-art review

A Oleff, B Küster, M Stonis, L Overmeyer - Progress in Additive …, 2021 - Springer
Qualitative uncertainties are a key challenge for the further industrialization of additive
manufacturing. To solve this challenge, methods for measuring the process states and …

Methods and materials for smart manufacturing: additive manufacturing, internet of things, flexible sensors and soft robotics

A Kumar - Manufacturing Letters, 2018 - Elsevier
With the advent of the Fourth Industrial Revolution, the realization of smart manufacturing
and Industry 4.0, rapid advancements in technologies will change manufacturing of goods …

Security of additive manufacturing: Attack taxonomy and survey

M Yampolskiy, WE King, J Gatlin, S Belikovetsky… - Additive …, 2018 - Elsevier
Additive manufacturing (AM) is a rapidly growing, multibillion dollar industry. AM is
increasingly being used to manufacture functional parts, including components of safety …

A review of industry 4.0 manufacturing process security risks

J Prinsloo, S Sinha, B von Solms - Applied Sciences, 2019 - mdpi.com
The advent of three-dimensional (3D) printing has found a unique and prominent role in
Industry 4.0 and is rapidly gaining popularity in the manufacturing industry. 3D printing offers …

Digital audio signature for 3D printing integrity

S Belikovetsky, YA Solewicz… - ieee transactions on …, 2018 - ieeexplore.ieee.org
Additive manufacturing (AM, or 3D printing) is a novel manufacturing technology that has
been adopted in industrial and consumer settings. However, the reliance of this technology …

Watching and safeguarding your 3D printer: Online process monitoring against cyber-physical attacks

Y Gao, B Li, W Wang, W Xu, C Zhou, Z Jin - Proceedings of the ACM on …, 2018 - dl.acm.org
The increasing adoption of 3D printing in many safety and mission critical applications
exposes 3D printers to a variety of cyber attacks that may result in catastrophic …

Security of industrial robots: Vulnerabilities, attacks, and mitigations

H Pu, L He, P Cheng, M Sun, J Chen - IEEE Network, 2022 - ieeexplore.ieee.org
Industrial robots are prototypical cyber-physical systems that are widely deployed in smart
and automated manufacturing systems. Industrial robots perform physical operations …

PrinTracker: Fingerprinting 3D printers using commodity scanners

Z Li, AS Rathore, C Song, S Wei, Y Wang… - Proceedings of the 2018 …, 2018 - dl.acm.org
As 3D printing technology begins to outpace traditional manufacturing, malicious users
increasingly have sought to leverage this widely accessible platform to produce unlawful …

Sabotage attack detection for additive manufacturing systems

SY Yu, AV Malawade, SR Chhetri… - IEEE Access, 2020 - ieeexplore.ieee.org
This paper presents a novel multi-modal sabotage attack detection system for Additive
Manufacturing (AM) machines. By utilizing multiple side-channels, we improve system state …

Encryption is futile: Reconstructing 3d-printed models using the power side-channel

J Gatlin, S Belikovetsky, Y Elovici, A Skjellum… - Proceedings of the 24th …, 2021 - dl.acm.org
Outsourced Additive Manufacturing (AM) exposes sensitive design data to external
malicious actors. Even with end-to-end encryption between the design owner and 3D …