文献データベース

ADVENT: Attack/Anomaly Detection in VANETs

Authors: Hamideh Baharlouei, Adetokunbo Makanju, Nur Zincir-Heywood | Published: 2024-01-16
データセット生成
悪意のあるノード検出
連合学習

X Hacking: The Threat of Misguided AutoML

Authors: Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian Vollmer, David Selby | Published: 2024-01-16 | Updated: 2024-02-12
XAI(説明可能なAI)
バイアス
モデルの解釈性

Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning

Authors: Yu Jiang, Jiyuan Shen, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam | Published: 2024-01-16 | Updated: 2024-01-19
ポイズニング
ポイズニング攻撃
連合学習

Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm

Authors: Xintao Xia, Linjun Zhang, Zhanrui Cai | Published: 2024-01-16
アルゴリズム
アルゴリズム設計
プライバシー保護手法

Machine Learning-Based Malicious Vehicle Detection for Security Threats and Attacks in Vehicle Ad-hoc Network (VANET) Communications

Authors: Thanh Nguyen Canh, Xiem HoangVan | Published: 2024-01-16
DoS対策
アルゴリズム
悪意のあるノード検出

ADMIn: Attacks on Dataset, Model and Input. A Threat Model for AI Based Software

Authors: Vimal Kumar, Juliette Mayo, Khadija Bahiss | Published: 2024-01-15
サイバー攻撃
モデル性能評価
脅威モデリング

Signed-Prompt: A New Approach to Prevent Prompt Injection Attacks Against LLM-Integrated Applications

Authors: Xuchen Suo | Published: 2024-01-15
LLMセキュリティ
プロンプトインジェクション

Uncertainty-Aware Hardware Trojan Detection Using Multimodal Deep Learning

Authors: Rahul Vishwakarma, Amin Rezaei | Published: 2024-01-15 | Updated: 2024-01-23
Brierスコア評価手法
トロイの木馬検出
不確実性の定量化

Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning

Authors: William Watkins, Heehwan Wang, Sangyoon Bae, Huan-Hsin Tseng, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo | Published: 2024-01-15
プライバシー保護手法
量子フレームワーク
量子機械学習

A Novel Zero-Trust Machine Learning Green Architecture for Healthcare IoT Cybersecurity: Review, Analysis, and Implementation

Authors: Zag ElSayed, Nelly Elsayed, Sajjad Bay | Published: 2024-01-14
サイバーセキュリティ
セキュリティ分析
医療IoTの進展