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Haleh Hayati

8 papers hereh-index 440 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CR5
  • eess.SY2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedPrivacy-Preserving Anomaly Detection in Stochastic Dynamical Systems: Synthesis of Optimal Gaussian Mechanisms

2 citations · 3 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022

Privacy-Preserving Federated Learning via System Immersion and Random Matrix Encryption

Haleh Hayati, Carlos Murguia, Nathan van de Wouw

Federated learning (FL) has emerged as a privacy solution for collaborative distributed learning where clients train AI models directly on their devices instead of sharing their da…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.