データ前処理

Extending Network Intrusion Detection with Enhanced Particle Swarm Optimization Techniques

Authors: Surasit Songma, Watcharakorn Netharn, Siriluck Lorpunmanee | Published: 2024-08-14
サイバーセキュリティ
データ前処理
モデル性能評価

Diffusion-based Adversarial Purification for Intrusion Detection

Authors: Mohamed Amine Merzouk, Erwan Beurier, Reda Yaich, Nora Boulahia-Cuppens, Frédéric Cuppens | Published: 2024-06-25
データ前処理
敵対的訓練
自動化された侵入検知システム

Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls

Authors: Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez | Published: 2024-05-15
LLM性能評価
データ前処理
マルウェア分類

A Flow is a Stream of Packets: A Stream-Structured Data Approach for DDoS Detection

Authors: Raja Giryes, Lior Shafir, Avishai Wool | Published: 2024-05-12
DDoS攻撃検出
データ前処理
評価手法

Inferring Discussion Topics about Exploitation of Vulnerabilities from Underground Hacking Forums

Authors: Felipe Moreno-Vera | Published: 2024-05-07
サイバーセキュリティ
データ前処理
脆弱性管理

Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection

Authors: Lisang Zhou, Meng Wang, Ning Zhou | Published: 2024-04-15
データ前処理
プライバシー保護
医療AIの脅威

Contextual Chart Generation for Cyber Deception

Authors: David D. Nguyen, David Liebowitz, Surya Nepal, Salil S. Kanhere, Sharif Abuadbba | Published: 2024-04-07
データ前処理
モデル設計
評価手法

Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-Offs

Authors: Anika Hannemann, Jan Ewald, Leo Seeger, Erik Buchmann | Published: 2024-02-22
データプライバシー評価
データ前処理
連合学習

MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs

Authors: Md. Alamin Talukder, Selina Sharmin, Md Ashraf Uddin, Md Manowarul Islam, Sunil Aryal | Published: 2024-02-17 | Updated: 2024-02-22
データ前処理
モデル性能評価
侵入検知システム

Segmentation-free Connectionist Temporal Classification loss based OCR Model for Text Captcha Classification

Authors: Vaibhav Khatavkar, Makarand Velankar, Sneha Petkar | Published: 2024-02-08
CAPTCHAソルバー
ウォーターマーキング
データ前処理