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 …
manufacturing. To solve this challenge, methods for measuring the process states and …
An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing
Additive manufacturing (AM) has gained increasing popularity in a large variety of mission-
critical fields, such as aerospace, medical, and transportation. The layer-by-layer fabrication …
critical fields, such as aerospace, medical, and transportation. The layer-by-layer fabrication …
Additive manufacturing cyber-physical system: Supply chain cybersecurity and risks
Additive Manufacturing (AM) methods have become increasingly efficient and industrially
viable in the past ten years. These methods offer the freedom of complexity to the designers …
viable in the past ten years. These methods offer the freedom of complexity to the designers …
Securing cyber-physical additive manufacturing systems by in-situ process authentication using streamline video analysis
In cyber-physical systems (CPS) of additive manufacturing (AM), cyber-attacks may
significantly alter the design of the AM part, compromising its mechanical properties and …
significantly alter the design of the AM part, compromising its mechanical properties and …
[HTML][HTML] Fromepp: Digital forensic readiness framework for material extrusion based 3d printing process
Additive manufacturing (aka, 3D printing) materializes an object by stacking thin layers of
material from ground zero. It is increasingly utilized in industry to print critical components of …
material from ground zero. It is increasingly utilized in industry to print critical components of …
Architecture for preventing and detecting cyber attacks in cyber-manufacturing system
Abstract Cyber-Manufacturing System (CMS) is an amalgamation of operational and
information entities with manufacturing processes with an overall objective of improved …
information entities with manufacturing processes with an overall objective of improved …
Encryption is futile: Reconstructing 3d-printed models using the power side-channel
Outsourced Additive Manufacturing (AM) exposes sensitive design data to external
malicious actors. Even with end-to-end encryption between the design owner and 3D …
malicious actors. Even with end-to-end encryption between the design owner and 3D …
Dynamic-thermal and localized filament-kinetic attacks on fused filament fabrication based 3D printing process
Abstract 3D printing materializes physical objects through sequentially depositing thin
layers. The layer-by-layer stacking involves controlling 3D printing parameters (eg, fan …
layers. The layer-by-layer stacking involves controlling 3D printing parameters (eg, fan …
Sok: Side channel monitoring for additive manufacturing-bridging cybersecurity and quality assurance communities
Additive Manufacturing (AM) is critical for the fourth industrial revolution (ie, Industry 4.0). It
involves printing a 3D object layer-by-layer from scratch. Fused filament fabrication (FFF) …
involves printing a 3D object layer-by-layer from scratch. Fused filament fabrication (FFF) …
Spatiotemporal G-code modeling for secure FDM-based 3D printing
3D printing constructs physical objects by building and stacking layers according to the CAD
(Computer-aided Design) information. Attackers target a printing object by manipulating the …
(Computer-aided Design) information. Attackers target a printing object by manipulating the …