性能評価

OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models

Authors: Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu | Published: 2025-05-07
トークン識別手法
モデルDoS
性能評価

LLMs’ Suitability for Network Security: A Case Study of STRIDE Threat Modeling

Authors: AbdulAziz AbdulGhaffar, Ashraf Matrawy | Published: 2025-05-07
LLMセキュリティ
性能評価
脆弱性分析

Data Encryption Battlefield: A Deep Dive into the Dynamic Confrontations in Ransomware Attacks

Authors: Arash Mahboubi, Hamed Aboutorab, Seyit Camtepe, Hang Thanh Bui, Khanh Luong, Keyvan Ansari, Shenlu Wang, Bazara Barry | Published: 2025-04-29
オンライン学習
ポイズニング
性能評価

CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain

Authors: Lingxiang Wang, Hainan Zhang, Qinnan Zhang, Ziwei Wang, Hongwei Zheng, Jin Dong, Zhiming Zheng | Published: 2025-04-28 | Updated: 2025-05-07
プログラムの検証
性能評価
脆弱性分析

In-Context Unlearning: Language Models as Few Shot Unlearners

Authors: Martin Pawelczyk, Seth Neel, Himabindu Lakkaraju | Published: 2023-10-11 | Updated: 2024-06-06
データ漏洩
性能評価
機械学習技術

A Semantic Invariant Robust Watermark for Large Language Models

Authors: Aiwei Liu, Leyi Pan, Xuming Hu, Shiao Meng, Lijie Wen | Published: 2023-10-10 | Updated: 2024-05-19
ウォーターマーキング
プロンプトインジェクション
性能評価

Differentially Private Multi-Site Treatment Effect Estimation

Authors: Tatsuki Koga, Kamalika Chaudhuri, David Page | Published: 2023-10-10
プライバシー分類
性能評価
情報隠蔽手法

Breaking On-Chip Communication Anonymity using Flow Correlation Attacks

Authors: Hansika Weerasena, Prabhat Mishra | Published: 2023-09-27 | Updated: 2024-02-01
性能評価
流量相関攻撃
防御手法

LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference

Authors: Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding | Published: 2023-09-25 | Updated: 2023-10-04
ウォーターマーキング
性能評価
深層学習手法

Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning

Authors: Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac | Published: 2023-09-14
ウォーターマーキング
データ生成
性能評価