{
  "id": 10188,
  "url": "https://arxiv.org/abs/2607.06687v1",
  "title": "Exploring the Interaction of Explanation Styles, Context, and Trust of AI Privacy Redaction in AI-mediated Interactions",
  "summary": "AI-mediated communication is increasingly being utilized to help facilitate interactions; however, in privacy sensitive domains, an AI mediator has the additional challenge of considering how to preserve privacy. In these contexts, a mediator may redact or withhold information, raising questions about how users perceive these interventions and whether explanations of system behavior can improve trust. In this work, we investigate how explanations of redaction operations can affect user trust in ",
  "authors": "Roshni Kaushik, Maarten Sap, Koichi Onoue",
  "category": "research",
  "topics": "privacy-surveillance,finance-investment",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-07T18:04:51.000Z",
  "fetched_at": "2026-07-14T16:55:59.928Z",
  "source_slug": "arxiv-hci",
  "source_name": "arXiv cs.HC",
  "source_homepage": "https://arxiv.org/list/cs.HC/recent",
  "ethics_ai_record_url": "https://ethics.ai/record/10188",
  "original_url": "https://arxiv.org/abs/2607.06687v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}