GovInfoSecurity

Poison Pill Defense Protects Proprietary AI Data From Theft

Chinese and Singaporean researchers have developed a defense mechanism that poisons proprietary knowledge graph data, making ...

Researchers poison their own data when stolen by an AI to ruin results

RAG, on the other hand, exists because many real questions depend on current, specific, or proprietary data (such as company ...
IEEE

An Adaptive Framework Embedded With LLM for Knowledge Graph Construction

Abstract: Knowledge graph construction is aimed at storing and representing the knowledge of the objective world in a structured form. Existing methods for automatic construction of knowledge graphs ...
IEEE

LYRICEL: Knowledge Graphs Combined With Large Language Models and Machine Learning for Cross-Cultural Analysis of Lyrics—The Case of Greek Songs

Abstract: This paper presents LYRICEL, a framework integrating Knowledge Graph (KG) representation learning, Large Language Models (LLMs), and machine learning for reliable, explainable, and ...