AIセキュリティポータルbot

Integration of Digital Twin and Federated Learning for Securing Vehicular Internet of Things

Authors: Deepti Gupta, Shafika Showkat Moni, Ali Saman Tosun | Published: 2023-07-25
異常検出手法
車両ネットワーク
連合学習

The GANfather: Controllable generation of malicious activity to improve defence systems

Authors: Ricardo Ribeiro Pereira, Jacopo Bono, João Tiago Ascensão, David Aparício, Pedro Ribeiro, Pedro Bizarro | Published: 2023-07-25
サイバーセキュリティ
データ生成
悪意のある行為者の分類

Accuracy Improvement in Differentially Private Logistic Regression: A Pre-training Approach

Authors: Mohammad Hoseinpour, Milad Hoseinpour, Ali Aghagolzadeh | Published: 2023-07-25 | Updated: 2024-02-12
データプライバシー評価
学習の改善

Malware Resistant Data Protection in Hyper-connected Networks: A survey

Authors: Jannatul Ferdous, Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam | Published: 2023-07-24
サイバーセキュリティ
マルウェア拡散手段
悪意のある行為者の分類

Why Don’t You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations

Authors: Yi Han, Matthew Chan, Eric Wengrowski, Zhuohuan Li, Nils Ole Tippenhauer, Mani Srivastava, Saman Zonouz, Luis Garcia | Published: 2023-07-24 | Updated: 2023-07-27
攻撃手法
敵対的サンプル
物理攻撃

A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning

Authors: Spencer Giddens, Yiwang Zhou, Kevin R. Krull, Tara M. Brinkman, Peter X. K. Song, Fang Liu | Published: 2023-07-24 | Updated: 2024-09-27
データプライバシー評価
医療データの透かし設定
最適化問題

Getting pwn’d by AI: Penetration Testing with Large Language Models

Authors: Andreas Happe, Jürgen Cito | Published: 2023-07-24 | Updated: 2023-08-17
LLMセキュリティ
プロンプトインジェクション
ペネトレーションテスト手法

Maximal Information Leakage from Quantum Encoding of Classical Data

Authors: Farhad Farokhi | Published: 2023-07-24 | Updated: 2024-01-02
データプライバシー評価
情報収集手法
量子暗号技術

Security and Privacy Issues of Federated Learning

Authors: Jahid Hasan | Published: 2023-07-22
ポイズニング
メンバーシップ推論
連合学習

Global Differential Privacy for Distributed Metaverse Healthcare Systems

Authors: Mehdi Letafati, Safa Otoum | Published: 2023-07-22 | Updated: 2023-08-20
ウォーターマーキング
データ保護手法
機械学習手法