Pii
PulseAugur coverage of Pii — every cluster mentioning Pii across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Small language models struggle with PII substitution despite new prompting technique
Researchers have developed a novel on-device system for substituting Personally Identifiable Information (PII) with consistent, type-preserving fake values, aiming to preserve downstream utility of text. The system uses…
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New tool checks LLM prompt data leaks; game studio hires AI creator
A new free tool has been developed to help users identify and prevent Personally Identifiable Information (PII) from being leaked in their LLM prompts. Meanwhile, the studio behind the game "Lies of P" is seeking an "AI…
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New algorithm reconstructs PII from finetuned language models
Researchers have developed a new decoding algorithm called COVA to reconstruct personally identifiable information (PII) from supervised finetuned language models. The study focused on sensitive domains like medical and…
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LLMs enable taxonomy-agnostic PII annotation in HTTP traffic
Researchers have developed a novel pipeline utilizing Large Language Models (LLMs) to automatically identify and annotate Personally Identifiable Information (PII) within HTTP traffic. This method aims to overcome the l…
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PIIGuard shields webpages from LLM PII harvesting via adversarial fragments
Researchers have developed PIIGuard, a novel webpage-level defense system designed to prevent large language models (LLMs) from harvesting personally identifiable information (PII). This system embeds hidden HTML fragme…
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LLM prompts pose quiet PII leak risk, experts warn
A recent analysis highlights a significant privacy concern regarding Large Language Models (LLMs), specifically how user prompts can be inadvertently leaked. This issue stems from the way LLMs process and potentially st…
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OpenAI's new PII model enhances privacy filter for echo.apperdeck.com
The privacy filter tool echo.apperdeck.com has integrated OpenAI's newest PII model. This model is designed for local, open-weight operation, focusing on masking personal data. The integration aims to enhance user priva…
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OpenAI releases Privacy Filter for local PII detection and redaction
OpenAI has released Privacy Filter, an open-weight model designed to detect and redact personally identifiable information (PII) from text. This tool is built to run locally, offering enhanced privacy by processing data…