文献データベース

Security Challenges for Cloud or Fog Computing-Based AI Applications

Authors: Amir Pakmehr, Andreas Aßmuth, Christoph P. Neumann, Gerald Pirkl | Published: 2023-10-30 | Updated: 2023-12-20
エッジコンピューティング
セキュリティ分析
データ漏洩

Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective

Authors: Yifei Wang, Liangchen Li, Jiansheng Yang, Zhouchen Lin, Yisen Wang | Published: 2023-10-30
ロバスト性評価
敵対的訓練
適応型敵対的訓練

Modified Genetic Algorithm for Feature Selection and Hyper Parameter Optimization: Case of XGBoost in Spam Prediction

Authors: Nazeeh Ghatasheh, Ismail Altaharwa, Khaled Aldebei | Published: 2023-10-30
スパム検出
最適化アルゴリズムの選択と評価
計算効率

Label-Only Model Inversion Attacks via Knowledge Transfer

Authors: Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung | Published: 2023-10-30
プライバシー手法
攻撃の評価
深層学習手法

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data

Authors: Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres, Rafael de Sousa | Published: 2023-10-30
データ生成
プライバシー手法
実験的検証

From Chatbots to PhishBots? — Preventing Phishing scams created using ChatGPT, Google Bard and Claude

Authors: Sayak Saha Roy, Poojitha Thota, Krishna Vamsi Naragam, Shirin Nilizadeh | Published: 2023-10-29 | Updated: 2024-03-10
データセット生成
フィッシング攻撃の検出率
プロンプトインジェクション

Poisoning Retrieval Corpora by Injecting Adversarial Passages

Authors: Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen | Published: 2023-10-29
RAGへのポイズニング攻撃
ポイズニング
敵対的サンプル

Label Poisoning is All You Need

Authors: Rishi D. Jha, Jonathan Hayase, Sewoong Oh | Published: 2023-10-29
セキュリティ分析
バックドア攻撃
悪意のある行為者の分類

Temperature Monitoring of Agricultural Areas in a Secure Data Room

Authors: Thomas Ederer, Martin Ivancsits, Igor Ivkić | Published: 2023-10-27
市民科学
気候データ収集
気候情報

PubDef: Defending Against Transfer Attacks From Public Models

Authors: Chawin Sitawarin, Jaewon Chang, David Huang, Wesson Altoyan, David Wagner | Published: 2023-10-26 | Updated: 2024-03-17
敵対的攻撃
敵対的訓練
防御手法