Publications

Unraveling latch locking using machine learning, boolean analysis, and ilp

Abstract

Logic locking has become a promising approach to provide hardware security in the face of a possibly insecure fabrication supply chain. While many techniques have focused on locking combinational logic (CL), an alternative latch-locking approach in which the sequential elements are locked has also gained significant attention. Latch (LAT) locking duplicates a subset of the flip-flops (FF) of a design, retimes these FFs and replaces them with latches, and adds two types of decoy latches to obfuscate the netlist. It then adds control circuitry (CC) such that all latches must be correctly keyed for the circuit to function correctly. This paper presents a two-phase attack on latch-locked circuits that uses a novel combination of deep learning, Boolean analysis, and integer linear programming (ILP). The attack requires access to the reverse-engineered netlist but, unlike SAT attacks, is oracle-less, not needing access to the …

Metadata

publication
2023 24th International Symposium on Quality Electronic Design (ISQED), 1-8, 2023
year
2023
publication date
2023/4/5
authors
Dake Chen, Xuan Zhou, Yinghua Hu, Yuke Zhang, Kaixin Yang, Andrew Rittenbach, Pierluigi Nuzzo, Peter A Beerel
link
https://ieeexplore.ieee.org/abstract/document/10129346/
resource_link
https://arxiv.org/pdf/2305.00107
conference
2023 24th International Symposium on Quality Electronic Design (ISQED)
pages
1-8
publisher
IEEE