モデル性能評価

Command Line Interface Risk Modeling

Authors: Dr Anthony L. Faulds | Published: 2023-01-17
プライバシー保護技術
モデル性能評価
特徴重要度分析

Statement-Level Vulnerability Detection: Learning Vulnerability Patterns Through Information Theory and Contrastive Learning

Authors: Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, Michael Fu, John Grundy, Hung Nguyen, Seyit Camtepe, Paul Quirk, Dinh Phung | Published: 2022-09-20 | Updated: 2024-06-12
モデル性能評価
学習の改善
脆弱性回避手法

Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle

Authors: Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Dinh Phung | Published: 2022-09-19
モデル性能評価
学習の改善
性能評価

A Secure Healthcare 5.0 System Based on Blockchain Technology Entangled with Federated Learning Technique

Authors: Abdur Rehman, Sagheer Abbas, M. A. Khan, Taher M. Ghazal, Khan Muhammad Adnan, Amir Mosavi | Published: 2022-09-16
ブロックチェーン技術
モデル性能評価
医療モニタリングシステム

Detection of Malicious Websites Using Machine Learning Techniques

Authors: Adebayo Oshingbesan, Courage Ekoh, Chukwuemeka Okobi, Aime Munezero, Kagame Richard | Published: 2022-09-13
データセット生成
モデル性能評価
機械学習

Data Provenance via Differential Auditing

Authors: Xin Mu, Ming Pang, Feida Zhu | Published: 2022-09-04
データの起源と変遷
プライバシー保護技術
モデル性能評価

Group Property Inference Attacks Against Graph Neural Networks

Authors: Xiuling Wang, Wendy Hui Wang | Published: 2022-09-02
メンバーシップ推論
モデル性能評価
敵対的攻撃手法

Tweaking Metasploit to Evade Encrypted C2 Traffic Detection

Authors: Gonçalo Xavier, Carlos Novo, Ricardo Morla | Published: 2022-09-02
モデル性能評価
敵対的攻撃手法
通信解析

Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?

Authors: Yue Liu, Chakkrit Tantithamthavorn, Li Li, Yepang Liu | Published: 2022-09-02
モデルの解釈性
モデル性能評価
実験的検証

CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach

Authors: Junyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi Zhang | Published: 2022-09-01
モデル性能評価
実験的検証
階層的分類手法