文献データベース

New intelligent defense systems to reduce the risks of Selfish Mining and Double-Spending attacks using Learning Automata

Authors: Seyed Ardalan Ghoreishi, Mohammad Reza Meybodi | Published: 2023-07-02 | Updated: 2024-03-08
アルゴリズム設計
セキュリティ保証
強化学習環境

Classifying World War II Era Ciphers with Machine Learning

Authors: Brooke Dalton, Mark Stamp | Published: 2023-07-02 | Updated: 2023-08-30
ハイパーパラメータ調整
暗号技術の歴史
機械学習技術

Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD

Authors: Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov, Nicolas Papernot | Published: 2023-07-01 | Updated: 2024-07-16
セキュリティ保証
データの隠蔽
プライバシー分析

Provable Robust Watermarking for AI-Generated Text

Authors: Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang | Published: 2023-06-30 | Updated: 2023-10-13
テキストの摂動手法
生成AI向け電子透かし
透かし技術の堅牢性

TrojanNet: Detecting Trojans in Quantum Circuits using Machine Learning

Authors: Subrata Das, Swaroop Ghosh | Published: 2023-06-29
データセット生成
最適化手法
量子暗号技術

A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection

Authors: Minzhao Lyu, Hassan Habibi Gharakheili, Vijay Sivaraman | Published: 2023-06-29
スケーラビリティ分析
ネットワーク脅威検出
脆弱性管理

Group-based Robustness: A General Framework for Customized Robustness in the Real World

Authors: Weiran Lin, Keane Lucas, Neo Eyal, Lujo Bauer, Michael K. Reiter, Mahmood Sharif | Published: 2023-06-29 | Updated: 2024-03-10
グループベースの堅牢性
攻撃の評価
敵対的攻撃検出

On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks

Authors: Wenxiao Wang, Soheil Feizi | Published: 2023-06-28
データの起源と変遷
データ汚染検出
バックドア攻撃

On the Exploitability of Instruction Tuning

Authors: Manli Shu, Jiongxiao Wang, Chen Zhu, Jonas Geiping, Chaowei Xiao, Tom Goldstein | Published: 2023-06-28 | Updated: 2023-10-28
プロンプトインジェクション
ポイズニング
敵対的攻撃検出

VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing

Authors: Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen | Published: 2023-06-28
MPCアルゴリズム
計算複雑性
連合学習