IIDS: Design of Intelligent Intrusion Detection System for Internet-of-Things Applications Authors: KG Raghavendra Narayan, Srijanee Mookherji, Vanga Odelu, Rajendra Prasath, Anish Chand Turlapaty, Ashok Kumar Das | Published: 2023-08-02 IoT Device IdentificationData PreprocessingVulnerability detection 2023.08.02 2025.05.28 Literature Database
A Novel Deep Learning based Model to Defend Network Intrusion Detection System against Adversarial Attacks Authors: Khushnaseeb Roshan, Aasim Zafar, Shiekh Burhan Ul Haque | Published: 2023-07-31 Data PreprocessingAdversarial attackDeep Learning Method 2023.07.31 2025.05.28 Literature Database
Lessons Learned: Defending Against Property Inference Attacks Authors: Joshua Stock, Jens Wettlaufer, Daniel Demmler, Hannes Federrath | Published: 2022-05-18 | Updated: 2023-10-09 Data PreprocessingMembership InferencePerformance Evaluation 2022.05.18 2025.05.28 Literature Database
Ransomware Detection using Process Memory Authors: Avinash Singh, Richard Adeyemi Ikuesan, Hein Venter | Published: 2022-03-31 AlgorithmData PreprocessingMachine Learning 2022.03.31 2025.05.28 Literature Database
Towards Malicious address identification in Bitcoin Authors: Deepesh Chaudhari, Rachit Agarwal, Sandeep Kumar Shukla | Published: 2021-12-22 Data PreprocessingFraudulent TransactionTime-Related Features 2021.12.22 2025.05.28 Literature Database
Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration Authors: Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro | Published: 2021-12-02 Dataset evaluationData PreprocessingGeneralization Performance 2021.12.02 2025.05.28 Literature Database
A Machine Learning Approach for DDoS Detection on IoT Devices Authors: Alireza Seifousadati, Saeid Ghasemshirazi, Mohammad Fathian | Published: 2021-10-28 DDoS AttackData PreprocessingMachine Learning Method 2021.10.28 2025.05.28 Literature Database
Outlier Detection and Spatial Analysis Algorithms Authors: Jacob John | Published: 2021-06-20 Data PreprocessingData CollectionData-Driven Clustering 2021.06.20 2025.05.28 Literature Database
Network Activities Recognition and Analysis Based on Supervised Machine Learning Classification Methods Using J48 and Naïve Bayes Algorithm Authors: Fan Huang | Published: 2021-05-28 Data PreprocessingData CollectionUser Behavior Analysis 2021.05.28 2025.05.28 Literature Database
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles Authors: Li Yang, Abdallah Moubayed, Abdallah Shami | Published: 2021-05-26 ML-Based IDSCyber AttackData Preprocessing 2021.05.26 2025.05.28 Literature Database