トークン分布分析

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
トークン分布分析
メンバーシップ推論
大規模言語モデル

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
トークン分布分析
ハルシネーション
モデル性能評価

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
トークン分布分析
脆弱性分析

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
トークン分布分析
バイアス
一般化の影響

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

Authors: Zeki Bilgin | Published: 2021-05-07
コード変更分析
トークン分布分析
脆弱性分析