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ResearchFormerly WizWand

Hardware Trojan Detection

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Trust-Hub augmented bitstream dataset Cross-Validation v2023.2 (80/20 train-test)

91Accuracy

9

May 12, 2026

standard cell replacements 28 nm

via-position-based metric

6Total True Positives

2

Mar 24, 2026

Standard Cell Replacements 40 nm

via-position-based metric

6True Positives

2

Mar 24, 2026

Standard Cell Replacements 65 nm

via-position-based metric

6True Positives (TP)

2

Mar 24, 2026

Standard Cell Replacements 90 nm

via-position-based metric

6True Positives

2

Mar 24, 2026

—

—Primary metric

0

Jul 9, 2026

—

—Primary metric

0

Jul 9, 2026

—

—Primary metric

0

Jul 9, 2026

—

—Primary metric

0

Jul 9, 2026

UART Hardware Design GHOST-generated (test)

—

—Primary metric

0

Feb 26, 2026

AES-128 Hardware Design GHOST-generated (test)

—

—Primary metric

0

Feb 26, 2026

SRAM Hardware Design GHOST-generated (test)

—

—Primary metric

0

Feb 26, 2026