Token Distribution Analysis

Traveling Salesman-Based Token Ordering Improves Stability in Homomorphically Encrypted Language Models

Authors: Donghwan Rho, Sieun Seo, Hyewon Sung, Chohong Min, Ernest K. Ryu | Published: 2025-10-14
Token Distribution Analysis
Membership Inference
Large Language Model

SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From

Authors: Yao Tong, Haonan Wang, Siquan Li, Kenji Kawaguchi, Tianyang Hu | Published: 2025-09-30
Token Distribution Analysis
Hallucination
Model Performance Evaluation

LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model’s Response for Vulnerability Analysis

Authors: Reza Fayyazi, Michael Zuzak, Shanchieh Jay Yang | Published: 2025-06-12 | Updated: 2025-09-03
RAG
Token Distribution Analysis
Vulnerability Analysis

Toward More Generalized Malicious URL Detection Models

Authors: YunDa Tsai, Cayon Liow, Yin Sheng Siang, Shou-De Lin | Published: 2022-02-21 | Updated: 2024-02-09
Token Distribution Analysis
Bias
Impact of Generalization

Code2Image: Intelligent Code Analysis by Computer Vision Techniques and Application to Vulnerability Prediction

Authors: Zeki Bilgin | Published: 2021-05-07
Code Change Analysis
Token Distribution Analysis
Vulnerability Analysis