AIセキュリティポータルbot

“Do Users fall for Real Adversarial Phishing?” Investigating the Human response to Evasive Webpages

Authors: Ajka Draganovic, Savino Dambra, Javier Aldana Iuit, Kevin Roundy, Giovanni Apruzzese | Published: 2023-11-28
フィッシング攻撃の検出率
ユーザー認証システム
専門家の意見収集プロセス

Darknet Traffic Analysis A Systematic Literature Review

Authors: Javeriah Saleem, Rafiqul Islam, Zahidul Islam | Published: 2023-11-27
ダークネットトラフィック分析
機械学習手法
通信解析

Using Decentralized Aggregation for Federated Learning with Differential Privacy

Authors: Hadeel Abd El-Kareem, Abd El-Moaty Saleh, Ana Fernández-Vilas, Manuel Fernández-Veiga, asser El-Sonbaty | Published: 2023-11-27
プライバシー保護
ポイズニング
実験的検証

Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective

Authors: Lukas Wutschitz, Boris Köpf, Andrew Paverd, Saravan Rajmohan, Ahmed Salem, Shruti Tople, Santiago Zanella-Béguelin, Menglin Xia, Victor Rühle | Published: 2023-11-27
セキュリティラベル
プライバシー保護
情報フロー制御

Automated discovery of trade-off between utility, privacy and fairness in machine learning models

Authors: Bogdan Ficiu, Neil D. Lawrence, Andrei Paleyes | Published: 2023-11-27
トレードオフ分析
プライバシー保護手法
評価手法

Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs

Authors: Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao | Published: 2023-11-26
プライバシー保護
多者計算
暗号学

Exploiting Large Language Models (LLMs) through Deception Techniques and Persuasion Principles

Authors: Sonali Singh, Faranak Abri, Akbar Siami Namin | Published: 2023-11-24
AIチャットボットの悪用
プロンプトインジェクション
心理的操作

Continuous Authentication Using Mouse Clickstream Data Analysis

Authors: Sultan Almalki, Prosenjit Chatterjee, Kaushik Roy | Published: 2023-11-23
モデル性能評価
ユーザー認証システム
透かし評価

Privacy-Preserving Algorithmic Recourse

Authors: Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lecue, Daniele Magazzeni | Published: 2023-11-23
プライバシー保護
機械学習手法
説明可能性

A Blockchain Solution for Collaborative Machine Learning over IoT

Authors: Carlos Beis-Penedo, Francisco Troncoso-Pastoriza, Rebeca P. Díaz-Redondo, Ana Fernández-Vilas, Manuel Fernández-Veiga, Martín González Soto | Published: 2023-11-23
セキュリティ分析
プライバシー保護
機械学習手法