AIセキュリティポータルbot

FuCE: Fuzzing+Concolic Execution guided Trojan Detection in Synthesizable Hardware Designs

Authors: Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha, Susmita Sur-Kolay | Published: 2021-11-01
セキュリティテスト
トロイの木馬検出
脅威モデリング

Explainable Artificial Intelligence for Smart City Application: A Secure and Trusted Platform

Authors: M. Humayn Kabir, Khondokar Fida Hasan, Mohammad Kamrul Hasan, Keyvan Ansari | Published: 2021-10-31
IoTセキュリティ
XAIの応用
透明性と検証

Efficient passive membership inference attack in federated learning

Authors: Oualid Zari, Chuan Xu, Giovanni Neglia | Published: 2021-10-31
ポイズニング
メンバーシップ推論
低コストのメンバシップ推論手法

Autoencoder-based Anomaly Detection in Smart Farming Ecosystem

Authors: Mary Adkisson, Jeffrey C Kimmel, Maanak Gupta, Mahmoud Abdelsalam | Published: 2021-10-29
IoTデバイスの脆弱性
データ管理システム
機械学習の応用

Evaluation of an Anomaly Detector for Routers using Parameterizable Malware in an IoT Ecosystem

Authors: John Carter, Spiros Mancoridis | Published: 2021-10-29
機械学習の応用
機械学習手法
特徴エンジニアリング

A Comprehensive Study on Learning-Based PE Malware Family Classification Methods

Authors: Yixuan Ma, Shuang Liu, Jiajun Jiang, Guanhong Chen, Keqiu Li | Published: 2021-10-29
PEマルウェア分類
ポイズニング
評価手法

On the Use of CSI for the Generation of RF Fingerprints and Secret Keys

Authors: Muralikrishnan Srinivasan, Sotiris Skaperas, Arsenia Chorti | Published: 2021-10-28
フィンガープリンティング手法
仮説検定
無線チャネル検出

Federated Learning with Heterogeneous Differential Privacy

Authors: Nasser Aldaghri, Hessam Mahdavifar, Ahmad Beirami | Published: 2021-10-28 | Updated: 2023-01-14
プライバシー保護メカニズム
分散学習
性能評価指標

A Machine Learning Approach for DDoS Detection on IoT Devices

Authors: Alireza Seifousadati, Saeid Ghasemshirazi, Mohammad Fathian | Published: 2021-10-28
DDoS攻撃
データ前処理
機械学習手法

Robustness of Graph Neural Networks at Scale

Authors: Simon Geisler, Tobias Schmidt, Hakan Şirin, Daniel Zügner, Aleksandar Bojchevski, Stephan Günnemann | Published: 2021-10-26 | Updated: 2023-04-30
グラフ表現学習
ロバスト性
敵対的学習