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researcher

Peter M. VanNostrand

4 papers hereh-index 6108 citations13 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.DB2
  • cs.AI1
  • cs.CR1

identity via Semantic Scholar / OpenAlex

most citedConfidential Deep Learning: Executing Proprietary Models on Untrusted Devices

18 citations · 18 across the 2 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

MAADBench: The Refreshable Paradigm for Anomaly Detection in Multi-Agent Systems

Lei Ma, Dennis Hofmann, Haowen Xu +4

Recent studies report that LLM-based multi-agent systems (MAS) fail at rates of 41%-87%, yet to our knowledge, no benchmark to date supports systematic anomaly detection (AD) for t…

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