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Published at November 11

X-DFS: Explainable Artificial Intelligence Guided Design-for-Security Solution Space Exploration

cs.CR

cs.AI

Released Date: November 11, 2024

Authors: Tanzim Mahfuz¹, Swarup Bhunia², Prabuddha Chakraborty¹

Aff.: ¹Department of Electrical & Computer Engineering, University of Maine, Orono, ME, USA; ²Department of Electrical & Computer Engineering, University of Florida, Gainesville, FL, USA

Arxiv: http://arxiv.org/abs/2411.07308v1

\rowcolor[HTML]EFEDED \cellcolor[HTML]E2DDDDDesigns			\cellcolor[HTML]E2DDDDRandom	\cellcolor[HTML]E2DDDDX-DFS Rules + LeGO
\cellcolor[HTML]ECF4FFsqrt	55.89	16.11
\cellcolor[HTML]ECF4FFsin	53.90	14.89
\cellcolor[HTML]ECF4FFdiv	57.08	18.13
\cellcolor[HTML]ECF4FFarbiter	53.75	11.06
\cellcolor[HTML]ECF4FFmemctrl	57.97	17.67
\cellcolor[HTML]ECF4FFlog2	53.73	19.90
\cellcolor[HTML]ECF4FFsquare	53.17	20.01
\cellcolor[HTML]ECF4FFmultiplier	55.52	15.62
\cellcolor[HTML]ECF4FFvoter	53.58	29.29
\cellcolor[HTML]ECF4FFAverage	54.96	18.07