AI & ML Nature Is Weird

Engineers built 'invisible' backdoors into computer chips that are so well-hidden, even the most powerful microscopes can't find them.

March 24, 2026

Original Paper

Hardware Trojans from Invisible Inversions: On the Trojanizability of Standard Cell Libraries

Kolja Dorschel, René Walendy, Lukas Plätz, Thorben Moos, Christof Paar, Steffen Becker

arXiv · 2603.21294

The Takeaway

We typically rely on microscopic scans to verify that the physical circuits on a computer chip haven't been tampered with. This research proves that two components can be visually identical at the atomic level while performing completely different logical functions, allowing a hidden "Trojan" to hide in plain sight where no scan can find it.

From the abstract

At S&P 2023, Puschner et al. made a valuable dataset for hardware Trojan detection research publicly available. It contains a complete set of Scanning Electron Microscope (SEM) images of four different digital Integrated Circuits (ICs) fabricated at progressively smaller semiconductor technology nodes. Puschner et al. reported preliminary evidence that feature sizes affect Trojan detection performance, but they were unable to disentangle effects caused by insertion strategies or by degrading ima