AIセキュリティポータルbot

MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption

Authors: Prajwal Panzade, Daniel Takabi, Zhipeng Cai | Published: 2024-01-17
ウォーターマーキング
プライバシー保護
医療画像分析

Zero Trust Implementation in the Emerging Technologies Era: Survey

Authors: Abraham Itzhak Weinberg, Kelly Cohen | Published: 2024-01-17
AIと自動化の役割
ゼロトラスト
動的なポリシーやアクセス制御

Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN

Authors: Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini | Published: 2024-01-17
O-RANセキュリティ
サイバー攻撃
データ収集

Machine Learning for Healthcare-IoT Security: A Review and Risk Mitigation

Authors: Mirza Akhi Khatun, Sanober Farheen Memon, Ciarán Eising, Lubna Luxmi Dhirani | Published: 2024-01-17
DDoS攻撃
サイバーセキュリティ
医療IoTの進展

AntiPhishStack: LSTM-based Stacked Generalization Model for Optimized Phishing URL Detection

Authors: Saba Aslam, Hafsa Aslam, Arslan Manzoor, Chen Hui, Abdur Rasool | Published: 2024-01-17 | Updated: 2024-01-21
スタッキングモデル
フィッシング検出
深層学習手法

Whispering Pixels: Exploiting Uninitialized Register Accesses in Modern GPUs

Authors: Frederik Dermot Pustelnik, Xhani Marvin Saß, Jean-Pierre Seifert | Published: 2024-01-16
GPUの脆弱性
GPU脆弱性
透かし評価

The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images

Authors: Nicholas Konz, Maciej A. Mazurowski | Published: 2024-01-16 | Updated: 2024-02-21
一般化の影響
医療画像分析
透かし評価

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