Lucene search
K

Discovering Universal Activation Directions for PII Leakage in Language Models

🗓️ 18 Feb 2026 00:00:00Reported by Sanghyun Hong, Leo Marchyok, Sooel Son, Sungho Keum, Zachary CoalsonType 
packetstormnews
 packetstormnews
🔗 packetstorm.news👁 8 Views

UniLeak finds universal latent directions in language models that amplify personally identifiable information leakage with minimal impact on quality.

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