文献データベース

Knowledge mining of unstructured information: application to cyber-domain

Authors: Tuomas Takko, Kunal Bhattacharya, Martti Lehto, Pertti Jalasvirta, Aapo Cederberg, Kimmo Kaski | Published: 2021-09-08 | Updated: 2022-08-01
リスク評価手法
情報抽出手法
知識グラフ

Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection

Authors: Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo | Published: 2021-09-08
クライアント選択手法
ポイズニング
連合学習

Intrusion Detection using Network Traffic Profiling and Machine Learning for IoT

Authors: Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis | Published: 2021-09-06
MLベースのIDS
サイバー脅威
マルウェア検出

Statistical Privacy Guarantees of Machine Learning Preprocessing Techniques

Authors: Ashly Lau, Jonathan Passerat-Palmbach | Published: 2021-09-06
データ生成
プライバシー評価
統計的仮説検定

A Novel Multimodal Biometric Authentication System using Machine Learning and Blockchain

Authors: Richard Brown, Gueltoum Bendiab, Stavros Shiaeles, Bogdan Ghita | Published: 2021-09-06
ブロックチェーン統合
ユーザー認証システム
顔認識システム

Detection of Insider Threats using Artificial Intelligence and Visualisation

Authors: Vasileios Koutsouvelis, Stavros Shiaeles, Bogdan Ghita, Gueltoum Bendiab | Published: 2021-09-06
サイバー脅威
ユーザー行動分析
ログ解析手法

Encryption and Real Time Decryption for protecting Machine Learning models in Android Applications

Authors: Aryan Verma | Published: 2021-09-06
アルゴリズム
モデル保護手法
暗号化技術

Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning

Authors: Yusen Wu, Hao Chen, Xin Wang, Chao Liu, Phuong Nguyen, Yelena Yesha | Published: 2021-09-05
アルゴリズム
分散学習
機械学習手法

Predicting Process Name from Network Data

Authors: Justin Allen, David Knapp, Kristine Monteith | Published: 2021-09-03
サイバー脅威
機械学習の基礎
防御メカニズム

CrypTen: Secure Multi-Party Computation Meets Machine Learning

Authors: Brian Knott, Shobha Venkataraman, Awni Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten | Published: 2021-09-02 | Updated: 2022-09-15
メンバーシップ推論
機械学習手法
計算効率