PAIR

mentions 2 type Organization feed RSS

// recent coverage 2 mentions

20:44

2026-07-27

promptcube3.com

large-language-models

SIREN: Manipulating LLM Web-RAG Rankings

The SIREN framework demonstrates that attackers can manipulate web-augmented large language models (LLMs) by editing a single retrieved webpage to achieve the #1 ranking in retrieval-augmented generat…

15:58

2026-06-20

dev.to

large-language-models

Deception Gateway: Por qué el bloqueo pasivo de LLMs está matemáticamente roto (y cómo engañar a los atacantes con desinformación controlada)

A developer has released misdirection-proxy v0.5.0, a security gateway that implements Contextual Misdirection via Progressive Engagement (CMPE) to defend LLMs against automated attacks. The system us…

// co-occurs with top 7 entities

GPTFuzz 1 Soosahabi 1 Namsani 1 misdirection-proxy 1 CMPE 1 SIREN 1 Claude 1

// topics top 5 topics

large language models 2 ai safety 2 ai research 2 ai products 1 developer tools 1