• Skip to main content
  • Skip to header right navigation
  • Skip to site footer
CAD4Security

CAD4Security

CAD4Security

  • Home
  • Contests
  • Technical Events
  • Outreach
  • CAD Tools
  • SoC Vulnerability Database
  • Trainings
  • News
  • Special Calls
  • Sponsors
  • Call For Contributions

OMLA

You are here: Home / CAD Tools / IP Protection / OMLA

Tool Name

OMLA: An Oracle-Less Machine Learning-Based Attack on Logic Locking

Description

OMLA is an oracle-less attack on traditional logic locking which maps the problem of resolving the key-bit value to subgraph classification. OMLA extracts a small subgraph for each key-gate from the locked netlist. The enclosing subgraphs capture the characteristics associated with the key-bit values of the key-gates. Therefore, the label of a subgraph can also be considered the key-bit value.

More Info

Tool link

Publications/References

L. Alrahis, S. Patnaik, M. Shafique and O. Sinanoglu, “OMLA: An Oracle-Less Machine Learning-Based Attack on Logic Locking,” in IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 3, pp. 1602-1606, March 2022, doi: 10.1109/TCSII.2021.3113035. https://ieeexplore.ieee.org/abstract/document/9539868

Contacts

CAD4Security

Navigation

EVENTS
CAD TOOLS
SPECIAL CALLS
CONTACT US




Copyright © 2022