יובל אלוביץ

אקדמי בכיר

Encryption is futile

Reconstructing 3D-printed models using the power side-channel

Jacob Gatlin, Sofia Belikovetsky, Yuval Elovici, Anthony Skjellum, Joshua Lubell, Paul Witherell, Mark Yampolskiy

Outsourced Additive Manufacturing (AM) exposes sensitive design data to external malicious actors. Even with end-to-end encryption between the design owner and 3D-printer, side-channel attacks can be used to bypass cyber-security measures and obtain the underlying design. In this paper, we develop a method based on the power side-channel that enables accurate design reconstruction in the face of full encryption measures without any prior knowledge of the design. Our evaluation on a Fused Deposition Modeling (FDM) 3D Printer has shown 99 % accuracy in reconstruction, a significant improvement on the state of the art. This approach demonstrates the futility of pure cyber-security measures applied to Additive Manufacturing.

שפת פרסום אנגלית
דפים 135-147
סטטוס פרסום פורסם - 07.10.2021

Keywords

3D Printing
Additive Manufacturing
IP Theft.
Intellectual Property Theft
Side-Channel Attack

ASJC Scopus subject areas

Software
Human-Computer Interaction
Computer Vision and Pattern Recognition
Computer Networks and Communications

Sustainable Development Goals

SDG 9 - Industry, Innovation, and Infrastructure
גישה למסמך
10.1145/3471621.3471850
קבצים וקישורים אחרים
Link to publication in Scopus