Secretly

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late Middle English: from Old French, from Latin secretus (adjective) ‘separate, set apart’, from the verb secernere, from se- ‘apart’ + cernere ‘sift’.

wiktionary

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secret +‎  -ly

etymonline

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secretly (adv.)

early 15c., from secret (adj.) (see secret (n.)) + -ly (2).