3 papers
cs.CR2025
Turning Hearsay into Discovery: Industrial 3D Printer Side Channel Information Translated to Stealing the Object Design
Aleksandr Dolgavin, Jacob Gatlin, Moti Yung +1
The central security issue of outsourced 3D printing (aka AM: Additive Manufacturing), an industry that is expected to dominate manufacturing, is the protection of the digital desi…
cs.LG2024
Exploiting Missing Data Remediation Strategies using Adversarial Missingness Attacks
Deniz Koyuncu, Alex Gittens, Bülent Yener +1
Adversarial Missingness (AM) attacks aim to manipulate model fitting by carefully engineering a missing data problem to achieve a specific malicious objective. AM attacks are signi…
cs.CR2024
Stop Stealing My Data: Sanitizing Stego Channels in 3D Printing Design Files
Aleksandr Dolgavin, Mark Yampolskiy, Moti Yung
The increased adoption of additive manufacturing (AM) and the acceptance of AM outsourcing created an ecosystem in which the sending and receiving of digital designs by different a…