文献データベース

SPDZCoder: Combining Expert Knowledge with LLMs for Generating Privacy-Computing Code

Authors: Xiaoning Dong, Peilin Xin, Jia Li, Wei Xu | Published: 2024-12-31 | Updated: 2025-03-21
アルゴリズム
プログラム解釈グラフ
多者計算

Machine Learning-Based Security Policy Analysis

Authors: Krish Jain, Joann Sum, Pranav Kapoor, Amir Eaman | Published: 2024-12-30 | Updated: 2025-01-06
SELinuxポリシー異常検出

ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation

Authors: Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong | Published: 2024-12-30 | Updated: 2025-05-07
テキストの摂動手法
バックドアモデルの検知
透かし技術

Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense

Authors: Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen, Yuyu Zhao | Published: 2024-12-30 | Updated: 2025-04-15
プロンプトリーキング
モデルDoS
情報セキュリティ

Robust Matrix Completion for Discrete Rating-Scale Data

Authors: Aurore Archimbaud, Andreas Alfons, Ines Wilms | Published: 2024-12-30
アルゴリズム
シミュレーション結果評価

Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry

Authors: Supriya Manna, Niladri Sett | Published: 2024-12-30 | Updated: 2025-05-22
プライバシー管理
ロバストな説明可能性
差分プライバシー

SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity

Authors: Pengfei Jing, Mengyun Tang, Xiaorong Shi, Xing Zheng, Sen Nie, Shi Wu, Yong Yang, Xiapu Luo | Published: 2024-12-30 | Updated: 2025-01-06
LLM性能評価
サイバーセキュリティ
プロンプトインジェクション

A Multiparty Homomorphic Encryption Approach to Confidential Federated Kaplan Meier Survival Analysis

Authors: Narasimha Raghavan Veeraragavan, Svetlana Boudko, Jan Franz Nygård | Published: 2024-12-29
Kaplan-Meier推定
プライバシー保護
暗号技術

Standard-Deviation-Inspired Regularization for Improving Adversarial Robustness

Authors: Olukorede Fakorede, Modeste Atsague, Jin Tian | Published: 2024-12-27
敵対的サンプル
敵対的訓練

CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers

Authors: Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He | Published: 2024-12-26 | Updated: 2025-03-31
LLMセキュリティ
バックドア攻撃
敵対的サンプルの脆弱性