文献データベース

A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning

Authors: Abdulkadir Korkmaz, Praveen Rao | Published: 2025-01-22 | Updated: 2025-03-27
プライバシー問題
透かし技術
連合学習

Heterogeneous Multi-Player Multi-Armed Bandits Robust To Adversarial Attacks

Authors: Akshayaa Magesh, Venugopal V. Veeravalli | Published: 2025-01-21
収束保証
収束分析
通信効率

Provably effective detection of effective data poisoning attacks

Authors: Jonathan Gallagher, Yasaman Esfandiari, Callen MacPhee, Michael Warren | Published: 2025-01-21
バックドア攻撃
ポイズニング
実験的検証

Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems

Authors: Fatemeh Nazary, Yashar Deldjoo, Tommaso di Noia | Published: 2025-01-20
RAGへのポイズニング攻撃
タグ選択戦略
ポイズニング攻撃

Everyone’s Privacy Matters! An Analysis of Privacy Leakage from Real-World Facial Images on Twitter and Associated User Behaviors

Authors: Yuqi Niu, Weidong Qiu, Peng Tang, Lifan Wang, Shuo Chen, Shujun Li, Nadin Kokciyan, Ben Niu | Published: 2025-01-20
プライバシー手法
画像をAIにより分析し、個人情報を推測する攻撃
顔認識技術

LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice

Authors: M. Mikail Demir, Hakan T. Otal, M. Abdullah Canbaz | Published: 2025-01-19
プライバシー保護
学習の改善
安全性アライメント

Latent-space adversarial training with post-aware calibration for defending large language models against jailbreak attacks

Authors: Xin Yi, Yue Li, Linlin Wang, Xiaoling Wang, Liang He | Published: 2025-01-18
プロンプトインジェクション
敵対的訓練
過剰拒否緩和

AI/ML Based Detection and Categorization of Covert Communication in IPv6 Network

Authors: Mohammad Wali Ur Rahman, Yu-Zheng Lin, Carter Weeks, David Ruddell, Jeff Gabriellini, Bill Hayes, Salim Hariri, Edward V. Ziegler Jr | Published: 2025-01-18
IPv6セキュリティ
ネットワーク脅威検出
通信解析

Differentiable Adversarial Attacks for Marked Temporal Point Processes

Authors: Pritish Chakraborty, Vinayak Gupta, Rahul R, Srikanta J. Bedathur, Abir De | Published: 2025-01-17
敵対的サンプル
最適化問題

GaussMark: A Practical Approach for Structural Watermarking of Language Models

Authors: Adam Block, Ayush Sekhari, Alexander Rakhlin | Published: 2025-01-17
ウォーターマーキング
仮説検定
実験的検証