Lucene search
+L

Benchmarking Identity-Sensitive LLM Outputs for Surveillance and Security Robots

🗓️ 16 Aug 2026 00:00:00Reported by Jasmine Khan, Nneka Hyman, Raj KorpanType 
packetstormnews
 packetstormnews
🔗 packetstorm.news👁 3 Views

LLM identity-conditioned prompts produce significant readability variation in surveillance and security robot design descriptions across 236 demographic labels.

Data

Build on a solid foundation with Vulners data

We provide the essential building blocks for cybersecurity solutions with comprehensive, structured, and constantly updated vulnerability and exploits data

Api

Power your application with Vulners API

The Vulners REST API offers reliable, high-performance access to vulnerability intelligence, with 99.9% SLA uptime and CDN-backed data delivery for seamless global access

App

Assess and manage vulnerabilities with Vulners tools

Built on top of Vulners' database and SDK, end-user solutions give security professionals and developers lightweight and powerful tools for vulnerability remediation