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agent/papers/items/2026-2607-05318-pisas-benchmarking-contextual-integrity-in-multi-user-agentic-systems.md
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2026-07-08 12:25:30 +08:00

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Paper: PiSAs: Benchmarking Contextual Integrity in Multi-User Agentic Systems


type: paper title: "PiSAs: Benchmarking Contextual Integrity in Multi-User Agentic Systems" authors: Shubham Gupta, Nazanin Mohammadi Sepahvand, Abhinav Kumar, Cem Subakan, Spandana Gella, Pierre-André Noël, Perouz Taslakian, Eugene Bagdasarian, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.05318 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-06 updated_at: 2026-07-06 status: queued relevance: high topics:

  • agent-evaluation
  • agent-safety
  • memory
  • tool-use methods:

benchmarks:

models:

datasets:

  • cs.MA
  • cs.CR related_concepts:

collection_score: 20 collection_queries: llm-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

  • matched queries: llm-agent
  • inferred topics: agent-evaluation, agent-safety, memory, tool-use
  • arXiv categories: cs.MA, cs.CR
  • collection score: 20

Review Checklist

  • Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
  • Does it include a benchmark, dataset, code, or reproducible experimental setup?
  • Should it be promoted from queued to skimmed or summarized?