An Optimized Multi-Class Prediction Model for Network Intrusion Detection Based on GRU

Authors: Zakaria, Eman, Hamdy, Sara, Tawfeek, Radwa M.

Source: 2025 4th International Conference on Electronic Engineering (ICEEM) Electronic Engineering (ICEEM), 2025 4th International Conference on. :1-6 Oct, 2025

Relation: 2025 4th International Conference on Electronic Engineering (ICEEM)

Hybrid CNN-BiLSTM with XGBoost for Enhanced DDoS Detection in Software-Defined Networks

Authors: Tripathi, Ashutosh, Dwivedi, Ashutosh, Aleem, Shaik Shahid, Zaman, Md. Shahid, Pandey, Riddhida, N., Priyanka

Source: 2025 World Skills Conference on Universal Data Analytics and Sciences (WorldSUAS) Universal Data Analytics and Sciences (WorldSUAS), 2025 World Skills Conference on. :1-9 Aug, 2025

Relation: 2025 World Skills Conference on Universal Data Analytics and Sciences (WorldSUAS)

A Network Intrusion Detection System Using Machine Learning Techniques

Authors: Maji, Sayantika, Rani, Khushbu, Siva Srinivas, G Nitin, Kumar Panigrahy, Saroj

Source: 2025 International Conference on Artificial Intelligence and Machine Vision (AIMV) Artificial Intelligence and Machine Vision (AIMV), 2025 International Conference on. :1-5 Aug, 2025

Relation: 2025 International Conference on Artificial Intelligence and Machine Vision (AIMV)

Securing the Cloud : Leveraging Deep Learning and ORCA Optimization for Enhanced IDS

Authors: Pavithra, P., Kumar, R. Kishore, M, Arul, S, Santhosh

Source: 2025 8th International Conference on Computing Methodologies and Communication (ICCMC) Computing Methodologies and Communication (ICCMC), 2025 8th International Conference on. :1229-1234 Jul, 2025

Relation: 2025 8th International Conference on Computing Methodologies and Communication (ICCMC)

MetaWatch: Trends, Challenges, and Future of Network Intrusion Detection in the Metaverse

Authors: Nkoro, E.C., Njoku, J.N., Nwakanma, C.I., Lee, J.M., Kim, D.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(16):32469-32492 Aug, 2025

On the Effect of Ruleset Tuning and Data Imbalance on Explainable Network Security Alert Classifications: A Case-Study on DeepCASE

Authors: Teuwen, Koen T. W., Baggen, Sam, Zambon, Emmanuele, Allodi, Luca

Source: 2025 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) EUROSPW Security and Privacy Workshops (EuroS&PW), 2025 IEEE European Symposium on. :16-29 Jun, 2025

Relation: 2025 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)

Efficient Identification of Malicious Traffic in TLS Networks Using Machine Learning

Authors: Muttaqien, Hidayatul, Niswar, Muhammad, Syarif, Syafruddin, Zainuddin, Zahir

Source: 2025 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS) Artificial Intelligence and Mechatronics Systems (AIMS), 2025 IEEE International Conference on. :1-6 May, 2025

Relation: 2025 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)

Towards Network Intrusion Detection via Quantum Machine Learning: A Reality Check

Authors: Spadari, Vincenzo, Guarino, Idio, Ciuonzo, Domenico, Pescape, Antonio

Source: IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Computer Communications Workshops (INFOCOM WKSHPS), IEEE INFOCOM 2025 - IEEE Conference on. :1-6 May, 2025

Relation: IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)

A Hybrid Multilayer Perceptron and Firefly Optimization for Network Intrusion Detection System

Authors: P, Pavithra, Aravamudhan, Parthiban, J, Bhavana Shree, K, Shree Durga

Source: 2025 International Conference on Recent Advances in Electrical, Electronics, Ubiquitous Communication, and Computational Intelligence (RAEEUCCI) Recent Advances in Electrical, Electronics, Ubiquitous Communication, and Computational Intelligence (RAEEUCCI), 2025 International Conference on. :1-7 Apr, 2025

Relation: 2025 International Conference on Recent Advances in Electrical, Electronics, Ubiquitous Communication, and Computational Intelligence (RAEEUCCI)

Optimizing Network Intrusion Detection Systems for IoT: Insights from Ensemble and Neural Network Models

Authors: Teja, Chintakunta Pranay, Karthik, P Murali, Reddy, Kalam Santhosh, Rout, Saroja Kumar, Kumar, Kottu Santosh, Thullimilli, Srisaiteja

Source: 2025 3rd IEEE International Conference on Industrial Electronics: Developments & Applications (ICIDeA) Industrial Electronics: Developments & Applications (ICIDeA), 2025 3rd IEEE International Conference on. :1-7 Feb, 2025

Relation: 2025 3rd IEEE International Conference on Industrial Electronics: Developments & Applications (ICIDeA)

Distributed Random Forests for NIDS with Edge and Global Model Aggregation

Authors: Hossen, Mohammed Maruf, Rafi, M Shahriar Mahmud, Alam, Tazrian

Source: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE) Electrical, Computer and Communication Engineering (ECCE), 2025 International Conference on. :1-6 Feb, 2025

Relation: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)

Scalable and Adaptive Intrusion Detection in Cloud Environments Using Machine Learning with CIML-IDS

Authors: Reddy, Uma, Rangaiah, Yagateela Pandu, Nagpal, Amandeep, Kaushik, Abhishek, Al-Allak, Mustafa Abdulhussein

Source: 2025 International Conference on Next Generation Communication & Information Processing (INCIP) Next Generation Communication & Information Processing (INCIP), 2025 International Conference on. :113-119 Jan, 2025

Relation: 2025 International Conference on Next Generation Communication & Information Processing (INCIP)

Scalable VLSI Architectures for Pattern Matching in Serial Data Stream

Authors: Kong, Byeong Yong

Source: 2025 International Conference on Electronics, Information, and Communication (ICEIC) Electronics, Information, and Communication (ICEIC), 2025 International Conference on. :1-4 Jan, 2025

Relation: 2025 International Conference on Electronics, Information, and Communication (ICEIC)

Joint Rough Set Theory and XGBoost-Based Learning for Network Intrusion Detection System

Authors: Alsabilah, N., Rawat, D.B.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(7):7930-7937 Apr, 2025

Ruling the Unruly: Designing Effective, Low-Noise Network Intrusion Detection Rules for Security Operations Centers: Designing Effective, Low-Noise Network Intrusion Detection Rules for Security Operations Centers

Authors: Koen T. W. Teuwen, Tom Mulders, Emmanuele Zambon, Luca Allodi

Source: Proceedings of the 20th ACM Asia Conference on Computer and Communications Security. :1428-1441

Subject Terms: Computer Science - Networking and Internet Architecture, Networking and Internet Architecture (cs.NI), FOS: Computer and information sciences, rechtvaardigheid en sterke instellingen, SDG 16 - Peace, Computer Science - Cryptography and Security, SDG 16 – Vrede, Security Operations Center (SOC), Network Intrusion Detection Rules, Network Intrusion Detection System (NIDS), Cryptography and Security (cs.CR), Justice and Strong Institutions

Access URL: http://arxiv.org/abs/2501.09808

Enhancing GNN-Based Network Intrusion Detection Systems through Memory-Replay Approach

Authors: Tran, Dinh-Hau, Park, Minho

Source: 2025 International Conference on Information Networking (ICOIN) Information Networking (ICOIN), 2025 International Conference on. :510-512 Jan, 2025

Relation: 2025 International Conference on Information Networking (ICOIN)

Detecting Insider Threats in Cybersecurity Using Machine Learning

Authors: S P, Manikandan, Kumar, K Ashok, Harsha Vardhan, T Sai, Thanigaivel, G., Venkataramanaiah, B., Reddy S P, Vijaya Vardan

Source: 2024 International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS) IoT Based Control Networks and Intelligent Systems (ICICNIS), 2024 International Conference on. :152-158 Dec, 2024

Relation: 2024 International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS)

Network Intrusion Detection System using Deep Learning Paradigm

Authors: Mebawondu, Olamatanmi Josephine, Adenuga, Iyin, Adetunmbi, Adebayo Olusola, Mebawondu, Jacob Olorunshogo

Source: 2024 IEEE 5th International Conference on Electro-Computing Technologies for Humanity (NIGERCON) Electro-Computing Technologies for Humanity (NIGERCON), 2024 IEEE 5th International Conference on. :1-5 Nov, 2024

Relation: 2024 IEEE 5th International Conference on Electro-Computing Technologies for Humanity (NIGERCON)

Enhancing Network Intrusion Detection using Artificial Neural Networks: An Analysis of the UNSW-NB15 Dataset

Authors: Arun, Chalana B, M, Anusha, Rao, Trupthi, B R, Rohini, N, Gargi, Kodipalli, Ashwini

Source: 2024 International Conference on Integrated Intelligence and Communication Systems (ICIICS) Integrated Intelligence and Communication Systems (ICIICS), 2024 International Conference on. :1-7 Nov, 2024

Relation: 2024 International Conference on Integrated Intelligence and Communication Systems (ICIICS)

Security Enhancement in Network Based Intrusion Detection Using Natural Language Processing with GAN concept and BEGAN Model

Authors: Sanjivanrao More, Anjali, Harishchandra Nimbalkar, Kaustubh, Jatale, Nikhileshwar Vijayprakash, Hanumant Kale, Aniket, Nagargoje, Hrishikesh Ashokkumar

Source: 2024 IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS) Blockchain and Distributed Systems Security (ICBDS), 2024 IEEE International Conference on. :1-6 Oct, 2024

Relation: 2024 IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS)