Information Extraction

Knowledge Transfer from LLMs to Provenance Analysis: A Semantic-Augmented Method for APT Detection

Authors: Fei Zuo, Junghwan Rhee, Yung Ryn Choe | Published: 2025-03-24
Cyber Threat Intelligence
Prompt Injection
Information Extraction

Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method

Authors: Weichao Zhang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng | Published: 2024-09-23 | Updated: 2025-05-21
Disabling Safety Mechanisms of LLM
Model Performance Evaluation
Information Extraction

Protecting User Privacy in Remote Conversational Systems: A Privacy-Preserving framework based on text sanitization

Authors: Zhigang Kan, Linbo Qiao, Hao Yu, Liwen Peng, Yifu Gao, Dongsheng Li | Published: 2023-06-14
Data Protection Method
Privacy Technique
Information Extraction

Why Does ChatGPT Fall Short in Providing Truthful Answers?

Authors: Shen Zheng, Jie Huang, Kevin Chen-Chuan Chang | Published: 2023-04-20 | Updated: 2023-12-03
Hallucination
Information Extraction
Music Genre

StratLearner: Learning a Strategy for Misinformation Prevention in Social Networks

Authors: Guangmo Tong | Published: 2020-09-29
Graph Construction
Information Extraction
Optimization Methods

HTMLPhish: Enabling Phishing Web Page Detection by Applying Deep Learning Techniques on HTML Analysis

Authors: Chidimma Opara, Bo Wei, Yingke Chen | Published: 2019-08-28 | Updated: 2020-05-15
Text Extraction Method
Information Extraction
Machine Learning Algorithm

A Novel Approach for Detection and Ranking of Trendy and Emerging Cyber Threat Events in Twitter Streams

Authors: Avishek Bose, Vahid Behzadan, Carlos Aguirre, William H. Hsu | Published: 2019-07-12
Event Ranking
Information Extraction
Social Impact