mlsanityData to 14 Oct 2026

QuietPrint: Protecting 3D Printers Against Acoustic Side-Channel Attacks

arXiv 2602.02198 ↗First posted 2 Feb 2026cs.CR eess.AScited by 1

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Abstract (arXiv)

The 3D printing market has experienced significant growth in recent years, with an estimated revenue of 15 billion USD for 2025. Cyber-attacks targeting the 3D printing process whether through the machine itself, the supply chain, or the fabricated components are becoming increasingly common. One major concern is intellectual property (IP) theft, where a malicious attacker gains access to the design file. One method for carrying out such theft is through side-channel attacks. In this work, we investigate the possibility of IP theft via acoustic side channels and propose a novel method to protect 3D printers against such attacks. The primary advantage of our approach is that it requires no additional hardware, such as large speakers or noise-canceling devices. Instead, it secures printed parts by minimal modifications to the G-code.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 2 Feb 2026.

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