深層学習手法

Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++

Authors: Anh The Nguyen, Triet Huynh Minh Le, M. Ali Babar | Published: 2024-07-24 | Updated: 2024-08-03
深層学習手法
脆弱性管理
評価手法

Confidential and Protected Disease Classifier using Fully Homomorphic Encryption

Authors: Aditya Malik, Nalini Ratha, Bharat Yalavarthi, Tilak Sharma, Arjun Kaushik, Charanjit Jutla | Published: 2024-05-05
プライバシー保護
医療AIの脅威
深層学習手法

The Performance of Sequential Deep Learning Models in Detecting Phishing Websites Using Contextual Features of URLs

Authors: Saroj Gopali, Akbar S. Namin, Faranak Abri, Keith S. Jones | Published: 2024-04-15
URL解析手法
フィッシング検出
深層学習手法

Utilizing Deep Learning for Enhancing Network Resilience in Finance

Authors: Yulu Gong, Mengran Zhu, Shuning Huo, Yafei Xiang, Hanyi Yu | Published: 2024-02-15 | Updated: 2024-02-18
ネットワーク脅威検出
侵入検知システム
深層学習手法

IoT Network Traffic Analysis with Deep Learning

Authors: Mei Liu, Leon Yang | Published: 2024-02-06
モデル性能評価
深層学習手法
異常検出手法

Machine Learning Resistant Amorphous Silicon Physically Unclonable Functions (PUFs)

Authors: Velat Kilic, Neil Macfarlane, Jasper Stround, Samuel Metais, Milad Alemohammad, A. Brinton Cooper, Amy C. Foster, Mark A. Foster | Published: 2024-02-05
PUFの評価手法
深層学習手法
線形回帰

A Review and Comparison of AI Enhanced Side Channel Analysis

Authors: Max Panoff, Honggang Yu, Haoqi Shan, Yier Jin | Published: 2024-02-03
ウォーターマーキング
サイバーセキュリティ
深層学習手法

AntiPhishStack: LSTM-based Stacked Generalization Model for Optimized Phishing URL Detection

Authors: Saba Aslam, Hafsa Aslam, Arslan Manzoor, Chen Hui, Abdur Rasool | Published: 2024-01-17 | Updated: 2024-01-21
スタッキングモデル
フィッシング検出
深層学習手法

Enhancing IoT Security via Automatic Network Traffic Analysis: The Transition from Machine Learning to Deep Learning

Authors: Mounia Hamidouche, Eugeny Popko, Bassem Ouni | Published: 2023-11-20
IoTデバイス識別
サイバー攻撃
深層学習手法

Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring

Authors: Yuhang Li, Yihan Wang, Zhouxing Shi, Cho-Jui Hsieh | Published: 2023-11-16
トークン収集手法
学習の改善
深層学習手法