文献データベース

Integrating Differential Privacy and Contextual Integrity

Authors: Sebastian Benthall, Rachel Cummings | Published: 2024-01-28
CIとDPの統合
プライバシー保護
プライバシー保護手法

L-AutoDA: Leveraging Large Language Models for Automated Decision-based Adversarial Attacks

Authors: Ping Guo, Fei Liu, Xi Lin, Qingchuan Zhao, Qingfu Zhang | Published: 2024-01-27 | Updated: 2024-05-22
アルゴリズム
ウォーターマーキング
サイバー攻撃

Localization of Dummy Data Injection Attacks in Power Systems Considering Incomplete Topological Information: A Spatio-Temporal Graph Wavelet Convolutional Neural Network Approach

Authors: Zhaoyang Qu, Yunchang Dong, Yang Li, Siqi Song, Tao Jiang, Min Li, Qiming Wang, Lei Wang, Xiaoyong Bo, Jiye Zang, Qi Xu | Published: 2024-01-27
DDIA
DDIAの検出と位置特定
モデル性能評価

Ransomware threat mitigation through network traffic analysis and machine learning techniques

Authors: Ali Mehrban, Shirin Karimi Geransayeh | Published: 2024-01-27 | Updated: 2024-02-04
サイバーセキュリティ
ランサムウェア評価
機械学習手法

Asymptotic Behavior of Adversarial Training Estimator under $\ell_\infty$-Perturbation

Authors: Yiling Xie, Xiaoming Huo | Published: 2024-01-27
ウォーターマーキング
敵対的訓練
適応型敵対的訓練

Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective

Authors: Yue Xing, Xiaofeng Lin, Qifan Song, Yi Xu, Belinda Zeng, Guang Cheng | Published: 2024-01-26
ポイズニング
敵対的訓練
特徴選択手法

Training Differentially Private Ad Prediction Models with Semi-Sensitive Features

Authors: Lynn Chua, Qiliang Cui, Badih Ghazi, Charlie Harrison, Pritish Kamath, Walid Krichene, Ravi Kumar, Pasin Manurangsi, Krishna Giri Narra, Amer Sinha, Avinash Varadarajan, Chiyuan Zhang | Published: 2024-01-26
アルゴリズム
ウォーターマーキング
プライバシー保護手法

Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness

Authors: Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira | Published: 2024-01-26 | Updated: 2024-04-19
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

GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption

Authors: Eugene Frimpong, Khoa Nguyen, Mindaugas Budzys, Tanveer Khan, Antonis Michalas | Published: 2024-01-26
ウォーターマーキング
プライバシー保護
プライバシー保護手法

Zeroth-Order primal-dual Alternating Projection Gradient Algorithms for Nonconvex Minimax Problems with Coupled linear Constraints

Authors: Huiling Zhang, Zi Xu, Yuhong Dai | Published: 2024-01-26
収束特性
最適化問題
最適化手法