Adam Smith
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2026
Differentially Private Modeling of Disease Transmission within Human Contact Networks
The paper proposes a three-step differentially private pipeline to simulate disease spread on sensitive contact networks, demonstrating that the added noise for privacy is generally small relative to other sources of error.
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cs.CRcs.LGstat.APRecentApr 8, 2026
Differentially Private Modeling of Disease Transmission within Human Contact Networks
Shlomi Hod, Debanuj Nayak, Jason R. Gantenberg, Iden Kalemaj +2 more
The paper proposes a three-step differentially private pipeline to simulate disease spread on sensitive contact networks, demonstrating that the added noise for privacy is generally small relative to…
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