文献データベース

Systematic Literature Review: Anti-Phishing Defences and Their Application to Before-the-click Phishing Email Detection

Authors: Trevor Wood, Vitor Basto-Fernandes, Eerke Boiten, Iryna Yevseyeva | Published: 2022-04-27
ウォーターマーキング
フィッシング攻撃
視覚的類似性検出

Prediction Approach against DDoS Attack based on Machine Learning Multiclassfier

Authors: Anupama Mishra | Published: 2022-04-27
サイバーセキュリティ
モデル設計
攻撃手法

Federated Stochastic Primal-dual Learning with Differential Privacy

Authors: Yiwei Li, Shuai Wang, Tsung-Hui Chang, Chong-Yung Chi | Published: 2022-04-26
プライバシー保護手法
収束分析
通信効率

You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas

Authors: Haoran Li, Yangqiu Song, Lixin Fan | Published: 2022-04-26
プライバシー漏洩
損失関数
攻撃者や悪意のあるデバイス

Towards Data-Free Model Stealing in a Hard Label Setting

Authors: Sunandini Sanyal, Sravanti Addepalli, R. Venkatesh Babu | Published: 2022-04-23
DFLに対する攻撃手法
クエリの多様性
メンバーシップ推論

GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV

Authors: Anum Talpur, Mohan Gurusamy | Published: 2022-04-23 | Updated: 2022-09-12
データ汚染検出
異常検出手法
車両ネットワークセキュリティ

Towards Privacy-Preserving Neural Architecture Search

Authors: Fuyi Wang, Leo Yu Zhang, Lei Pan, Shengshan Hu, Robin Doss | Published: 2022-04-22
プライバシー保護手法
プライバシー保護技術
モデル設計

Block Hunter: Federated Learning for Cyber Threat Hunting in Blockchain-based IIoT Networks

Authors: Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Hadis Karimipour, Gautam Srivastava | Published: 2022-04-21
プライバシー保護手法
機械学習の基礎
異常検出手法

ARLIF-IDS — Attention augmented Real-Time Isolation Forest Intrusion Detection System

Authors: Aman Priyanshu, Sarthak Shastri, Sai Sravan Medicherla | Published: 2022-04-20
サイバーセキュリティ
侵入検知システム
注意メカニズム

Backdooring Explainable Machine Learning

Authors: Maximilian Noppel, Lukas Peter, Christian Wressnegger | Published: 2022-04-20
バックドア攻撃
攻撃タイプ
説明可能性