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LLM Anonymization Against Agentic Re-Identification
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research highlights that agentic LLMs with web access can re-identify anonymized text by cross-referencing weak contextual cues.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.CL — Computation and Language · RESEARCH
- Published by source
- 5 October 2026
- Collected by OneBench
- 6 Oct 2026, 03:01 UK
- Original headline
- LLM Anonymization Against Agentic Re-Identification ↗
Stored source excerpt
arXiv:2605.30848v3 Announce Type: replace-cross Abstract: Agentic LLMs with web search change the threat model for text anonymization: weak contextual cues can become cross-referenceable evidence for…
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