文献データベース

Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks

Authors: Junying Wang, Hongyuan Zhang, Yuan Yuan | Published: 2025-03-11
プライバシー保護
敵対的サンプル
顔認識システム

Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability

Authors: Mukesh Sahani, Binanda Sengupta | Published: 2025-03-10 | Updated: 2025-04-15
パフォーマンス評価
プライバシー保護手法
分散学習

Queueing, Predictions, and LLMs: Challenges and Open Problems

Authors: Michael Mitzenmacher, Rana Shahout | Published: 2025-03-10
LLM性能評価
スケジューリング手法
予測に基づくスケジューリング

How Well Can Differential Privacy Be Audited in One Run?

Authors: Amit Keinan, Moshe Shenfeld, Katrina Ligett | Published: 2025-03-10 | Updated: 2025-05-26
プライバシー問題
監査手法
透かし設計

Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

Authors: Wenzhuo Xu, Zhipeng Wei, Xiongtao Sun, Zonghao Ying, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Quanchen Zou | Published: 2025-03-10 | Updated: 2025-07-31
プロンプトインジェクション
大規模言語モデル
透かし技術の堅牢性

Secure On-Device Video OOD Detection Without Backpropagation

Authors: Shawn Li, Peilin Cai, Yuxiao Zhou, Zhiyu Ni, Renjie Liang, You Qin, Yi Nian, Zhengzhong Tu, Xiyang Hu, Yue Zhao | Published: 2025-03-08 | Updated: 2025-03-17
プライバシー保護手法
フレームワーク
深層学習

Nearly Optimal Differentially Private ReLU Regression

Authors: Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu | Published: 2025-03-08 | Updated: 2025-06-10
プライバシー保護メカニズム
収束特性
差分プライバシー

ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack

Authors: Meiyu Lin, Haichuan Zhang, Jiale Lao, Renyuan Li, Yuanchun Zhou, Carl Yang, Yang Cao, Mingjie Tang | Published: 2025-03-07 | Updated: 2025-04-03
バックドアモデルの検知
バックドア攻撃
モデル性能評価

The Beginner’s Textbook for Fully Homomorphic Encryption

Authors: Ronny Ko | Published: 2025-03-07 | Updated: 2025-03-14
多項式近似
数理的解析
暗号学

Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking

Authors: Yijie Xu, Aiwei Liu, Xuming Hu, Lijie Wen, Hui Xiong | Published: 2025-03-06 | Updated: 2025-03-15
生成AI向け電子透かし
生成モデル
透かし除去技術