機械学習

Malicious Code Detection in Smart Contracts via Opcode Vectorization

Authors: Huanhuan Zou, Zongwei Li, Xiaoqi Li | Published: 2025-04-17
スマートコントラクト監査
機械学習
脆弱性管理

Using Topological Data Analysis to classify Encrypted Bits

Authors: Jayati Kaushik, Aaruni Kaushik, Upasana Parashar | Published: 2023-01-18
アルゴリズム設計
機械学習
画像フォレンジック

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

Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting

Authors: Supriya Chakraborty, Tamoghno Das, Manan Suri | Published: 2022-09-09
IC偽造防止手法
メモリ管理手法
機械学習

Automatic Mapping of Unstructured Cyber Threat Intelligence: An Experimental Study

Authors: Vittorio Orbinato, Mariarosaria Barbaraci, Roberto Natella, Domenico Cotroneo | Published: 2022-08-25
サイバーセキュリティ
攻撃検出
機械学習

Empirical study of Machine Learning Classifier Evaluation Metrics behavior in Massively Imbalanced and Noisy data

Authors: Gayan K. Kulatilleke, Sugandika Samarakoon | Published: 2022-08-25
不正取引
検出手法の分析
機械学習

Credit card fraud detection – Classifier selection strategy

Authors: Gayan K. Kulatilleke | Published: 2022-08-25
不正取引
機械学習
機械学習技術

ABL: An original active blacklist based on a modification of the SMTP

Authors: Pablo M. Oliveira, Mateus B. Vieira, Isaac C. Ferreira, João P. R. R. Leite, Edvard M. Oliveira, Bruno T. Kuehne, Edmilson M. Moreira, Otávio A. S. Carpinteiro | Published: 2022-08-22
スパム対策
メールセキュリティ
機械学習

A Review of Federated Learning in Energy Systems

Authors: Xu Cheng, Chendan Li, Xiufeng Liu | Published: 2022-08-20
プライバシー侵害
分散学習の効率
機械学習

Challenges and Complexities in Machine Learning based Credit Card Fraud Detection

Authors: Gayan K. Kulatilleke | Published: 2022-08-20
データの起源と変遷
不正取引
機械学習