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math.OC2026
Differentially Private Formation Control: Privacy and Network Co-Design
Calvin Hawkins, Matthew Hale
Privacy in multi-agent control is receiving increased attention, though often a networked system and privacy protections are designed separately, which can harm performance. Theref…
math.OC2025
Generating Differentially Private Networks with a Modified ErdÅs-Rényi Model
Huaiyuan Rao, Calvin Hawkins, Alexander Benvenuti +1
Differential privacy has been used to privately calculate numerous network properties, but existing approaches often require the development of a new privacy mechanism for each pro…