LSTMモデル性能評価

Experimental Validation of Sensor Fusion-based GNSS Spoofing Attack Detection Framework for Autonomous Vehicles

Authors: Sagar Dasgupta, Kazi Hassan Shakib, Mizanur Rahman | Published: 2024-01-02
GNSSセキュリティ
LSTMモデル性能評価
自動運転技術の脆弱性

Malicious code detection in android: the role of sequence characteristics and disassembling methods

Authors: Pinar G. Balikcioglu, Melih Sirlanci, Ozge A. Kucuk, Bulut Ulukapi, Ramazan K. Turkmen, Cengiz Acarturk | Published: 2023-12-02
LSTMモデル性能評価
ウォーターマーキング
マルウェア分類

Application of BadNets in Spam Filters

Authors: Swagnik Roychoudhury, Akshaj Kumar Veldanda | Published: 2023-07-18
LSTMモデル性能評価
バックドア攻撃
学習の改善

Population Expansion for Training Language Models with Private Federated Learning

Authors: Tatsuki Koga, Congzheng Song, Martin Pelikan, Mona Chitnis | Published: 2023-07-14
LSTMモデル性能評価
学習の改善
連合学習

Intrusion Detection: A Deep Learning Approach

Authors: Ishaan Shivhare, Joy Purohit, Vinay Jogani, Samina Attari, Madhav Chandane | Published: 2023-06-13
LSTMモデル性能評価
分類パターン分析
自動化された侵入検知システム

Early Malware Detection and Next-Action Prediction

Authors: Zahra Jamadi, Amir G. Aghdam | Published: 2023-06-09
LSTMモデル性能評価
サイバー攻撃
悪意のある行為者の分類

MalIoT: Scalable and Real-time Malware Traffic Detection for IoT Networks

Authors: Ethan Weitkamp, Yusuke Satani, Adam Omundsen, Jingwen Wang, Peilong Li | Published: 2023-04-02
LSTMモデル性能評価
マルウェア検出
機械学習手法

Automated email Generation for Targeted Attacks using Natural Language

Authors: Avisha Das, Rakesh Verma | Published: 2019-08-19
LSTMモデル性能評価
トレーニング手法
フィッシング検出

Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs)

Authors: Lukas Halgas, Ioannis Agrafiotis, Jason R. C. Nurse | Published: 2019-08-09
LSTMモデル性能評価
テキスト分類の応用
特徴エンジニアリング