Browse State-of-the-Art › Intrusion Detection › Papers, page 3
Intrusion Detection
Papers archive 2025-07-28
archive papers tagged: 800 · with a code link: 151 · where Syntology ran a sample: 14 (11 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (14 of 800 tagged: 11 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)
Page 3 of 8: papers 201 to 300 of 800, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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CRUPL: A Semi-Supervised Cyber Attack Detection with Consistency Regularization and Uncertainty-aware Pseudo-Labeling in Smart Grid1 Mar 2025 0 repositories listed
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Unmasking Stealthy Attacks on Nonlinear DAE Models of Power Grids28 Feb 2025 0 repositories listed
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Enhancing sensor attack detection in supervisory control systems modeled by probabilistic automata23 Feb 2025 0 repositories listed
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A Defensive Framework Against Adversarial Attacks on Machine Learning-Based Network Intrusion Detection Systems21 Feb 2025 0 repositories listed
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Binary and Multi-Class Intrusion Detection in IoT Using Standalone and Hybrid Machine and Deep Learning Models20 Feb 2025 0 repositories listed
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CND-IDS: Continual Novelty Detection for Intrusion Detection Systems19 Feb 2025 0 repositories listed
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Hybrid Machine Learning Models for Intrusion Detection in IoT: Leveraging a Real-World IoT Dataset17 Feb 2025 0 repositories listed
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Machine Learning-Based Intrusion Detection and Prevention System for IIoT Smart Metering Networks: Challenges and Solutions16 Feb 2025 0 repositories listed
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Mapping the Landscape of Generative AI in Network Monitoring and Management12 Feb 2025 0 repositories listed
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Fine-Tuning Federated Learning-Based Intrusion Detection Systems for Transportation IoT10 Feb 2025 0 repositories listed
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SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection10 Feb 2025 0 repositories listed
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A Conditional Tabular GAN-Enhanced Intrusion Detection System for Rare Attacks in IoT Networks9 Feb 2025 0 repositories listed
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Detecting APT Malware Command and Control over HTTP(S) Using Contextual Summaries7 Feb 2025 0 repositories listed
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Technical Report: Generating the WEB-IDS23 Dataset6 Feb 2025 0 repositories listed
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Implementing Large Quantum Boltzmann Machines as Generative AI Models for Dataset Balancing5 Feb 2025 0 repositories listed
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Analysis of Zero Day Attack Detection Using MLP and XAI28 Jan 2025 0 repositories listed
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Investigating Application of Deep Neural Networks in Intrusion Detection System Design27 Jan 2025 0 repositories listed
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A Transfer Learning Framework for Anomaly Detection in Multivariate IoT Traffic Data26 Jan 2025 0 repositories listed
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PCAP-Backdoor: Backdoor Poisoning Generator for Network Traffic in CPS/IoT Environments26 Jan 2025 0 repositories listed
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Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning25 Jan 2025 0 repositories listed
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Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models21 Jan 2025 0 repositories listed
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PolyLUT: Ultra-low Latency Polynomial Inference with Hardware-Aware Structured Pruning14 Jan 2025 0 repositories listed
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CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks6 Jan 2025 0 repositories listed
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BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction3 Jan 2025 0 repositories listed
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Cyber Shadows: Neutralizing Security Threats with AI and Targeted Policy Measures3 Jan 2025 0 repositories listed
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LENS-XAI: Redefining Lightweight and Explainable Network Security through Knowledge Distillation and Variational Autoencoders for Scalable Intrusion Detection in Cybersecurity1 Jan 2025 0 repositories listed
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Collaborative Approaches to Enhancing Smart Vehicle Cybersecurity by AI-Driven Threat Detection31 Dec 2024 0 repositories listed
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An Anomaly Detection System Based on Generative Classifiers for Controller Area Network28 Dec 2024 0 repositories listed
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Learning in Multiple Spaces: Few-Shot Network Attack Detection with Metric-Fused Prototypical Networks28 Dec 2024 0 repositories listed
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PowerRadio: Manipulate Sensor Measurementvia Power GND Radiation24 Dec 2024 0 repositories listed
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A Temporal Convolutional Network-based Approach for Network Intrusion Detection23 Dec 2024 0 repositories listed
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Flow Exporter Impact on Intelligent Intrusion Detection Systems18 Dec 2024 0 repositories listed
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Enhancing Internet of Things Security throughSelf-Supervised Graph Neural Networks17 Dec 2024 0 repositories listed
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Comprehensive Survey on Adversarial Examples in Cybersecurity: Impacts, Challenges, and Mitigation Strategies16 Dec 2024 0 repositories listed
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Distributed Intrusion Detection System using Semantic-based Rules for SCADA in Smart Grid10 Dec 2024 0 repositories listed
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Applications of Positive Unlabeled (PU) and Negative Unlabeled (NU) Learning in Cybersecurity9 Dec 2024 0 repositories listed
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Machine Learning-based Android Intrusion Detection System5 Dec 2024 0 repositories listed
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Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond4 Dec 2024 0 repositories listed
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Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles3 Dec 2024 0 repositories listed
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Optimized IoT Intrusion Detection using Machine Learning Technique3 Dec 2024 0 repositories listed
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Swarm Intelligence-Driven Client Selection for Federated Learning in Cybersecurity applications28 Nov 2024 0 repositories listed
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Optimal In-Network Distribution of Learning Functions for a Secure-by-Design Programmable Data Plane of Next-Generation Networks27 Nov 2024 0 repositories listed
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An AutoML-based approach for Network Intrusion Detection24 Nov 2024 0 repositories listed
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The importance of the clustering model to detect new types of intrusion in data traffic21 Nov 2024 0 repositories listed
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Feature Selection for Network Intrusion Detection18 Nov 2024 0 repositories listed
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Take Package as Language: Anomaly Detection Using Transformer15 Nov 2024 0 repositories listed
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Intelligent Green Efficiency for Intrusion Detection11 Nov 2024 0 repositories listed
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Sdn Intrusion Detection Using Machine Learning Method8 Nov 2024 0 repositories listed
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Securing from Unseen: Connected Pattern Kernels (CoPaK) for Zero-Day Intrusion Detection7 Nov 2024 0 repositories listed
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Enhanced Real-Time Threat Detection in 5G Networks: A Self-Attention RNN Autoencoder Approach for Spectral Intrusion Analysis5 Nov 2024 0 repositories listed
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Visually Analyze SHAP Plots to Diagnose Misclassifications in ML-based Intrusion Detection4 Nov 2024 0 repositories listed
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NIDS Neural Networks Using Sliding Time Window Data Processing with Trainable Activations and its Generalization Capability24 Oct 2024 0 repositories listed
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Transforming In-Vehicle Network Intrusion Detection: VAE-based Knowledge Distillation Meets Explainable AI11 Oct 2024 0 repositories listed
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KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data10 Oct 2024 0 repositories listed
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Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach1 Oct 2024 0 repositories listed
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Machine Learning-Assisted Intrusion Detection for Enhancing Internet of Things Security1 Oct 2024 0 repositories listed
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A Survey for Deep Reinforcement Learning Based Network Intrusion Detection25 Sep 2024 0 repositories listed
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TEAM: Temporal Adversarial Examples Attack Model against Network Intrusion Detection System Applied to RNN19 Sep 2024 0 repositories listed
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Trustworthy Intrusion Detection: Confidence Estimation Using Latent Space19 Sep 2024 0 repositories listed
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Fair Anomaly Detection For Imbalanced Groups17 Sep 2024 0 repositories listed
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Federated Learning in Adversarial Environments: Testbed Design and Poisoning Resilience in Cybersecurity15 Sep 2024 0 repositories listed
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Towards a graph-based foundation model for network traffic analysis12 Sep 2024 0 repositories listed
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A Novel Perturb-ability Score to Mitigate Evasion Adversarial Attacks on Flow-Based ML-NIDS11 Sep 2024 0 repositories listed
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AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN)30 Aug 2024 0 repositories listed
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C-RADAR: A Centralized Deep Learning System for Intrusion Detection in Software Defined Networks30 Aug 2024 0 repositories listed
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Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks28 Aug 2024 0 repositories listed
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Systematic Evaluation of Synthetic Data Augmentation for Multi-class NetFlow Traffic28 Aug 2024 0 repositories listed
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Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks26 Aug 2024 0 repositories listed
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Transformers and Large Language Models for Efficient Intrusion Detection Systems: A Comprehensive Survey14 Aug 2024 0 repositories listed
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AI-Driven Chatbot for Intrusion Detection in Edge Networks: Enhancing Cybersecurity with Ethical User Consent8 Aug 2024 0 repositories listed
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Towards Explainable Network Intrusion Detection using Large Language Models8 Aug 2024 0 repositories listed
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Preliminary study on artificial intelligence methods for cybersecurity threat detection in computer networks based on raw data packets24 Jul 2024 0 repositories listed
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A Life-long Learning Intrusion Detection System for 6G-Enabled IoV22 Jul 2024 0 repositories listed
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Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions21 Jul 2024 0 repositories listed
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Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach20 Jul 2024 0 repositories listed
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Integrating Artificial Intelligence into Operating Systems: A Comprehensive Survey on Techniques, Applications, and Future Directions19 Jul 2024 0 repositories listed
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Impacts of Data Preprocessing and Hyperparameter Optimization on the Performance of Machine Learning Models Applied to Intrusion Detection Systems15 Jul 2024 0 repositories listed
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A Survey on the Application of Generative Adversarial Networks in Cybersecurity: Prospective, Direction and Open Research Scopes11 Jul 2024 0 repositories listed
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Multi-agent Reinforcement Learning-based Network Intrusion Detection System8 Jul 2024 0 repositories listed
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A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection4 Jul 2024 0 repositories listed
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AntibotV: A Multilevel Behaviour-based Framework for Botnets Detection in Vehicular Networks3 Jul 2024 0 repositories listed
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Federated Learning for Zero-Day Attack Detection in 5G and Beyond V2X Networks3 Jul 2024 0 repositories listed
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Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV3 Jul 2024 0 repositories listed
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PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security19 Jun 2024 0 repositories listed
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A Cutting-Edge Deep Learning Method For Enhancing IoT Security18 Jun 2024 0 repositories listed
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Feasibility of Non-Line-of-Sight Integrated Sensing and Communication at mmWave18 Jun 2024 0 repositories listed
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Enhanced Intrusion Detection System for Multiclass Classification in UAV Networks14 Jun 2024 0 repositories listed
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Detection-Rate-Emphasized Multi-objective Evolutionary Feature Selection for Network Intrusion Detection13 Jun 2024 0 repositories listed
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Efficient Network Traffic Feature Sets for IoT Intrusion Detection12 Jun 2024 0 repositories listed
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Sequential Binary Classification for Intrusion Detection10 Jun 2024 0 repositories listed
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Novel Approach to Intrusion Detection: Introducing GAN-MSCNN-BILSTM with LIME Predictions8 Jun 2024 0 repositories listed
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Generative AI-in-the-loop: Integrating LLMs and GPTs into the Next Generation Networks6 Jun 2024 0 repositories listed
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Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning4 Jun 2024 0 repositories listed
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A Synergistic Approach In Network Intrusion Detection By Neurosymbolic AI3 Jun 2024 0 repositories listed
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Optimizing cnn-Bigru performance: Mish activation and comparative analysis with Relu30 May 2024 0 repositories listed
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Enhancing IoT Security with CNN and LSTM-Based Intrusion Detection Systems28 May 2024 0 repositories listed
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Survey of Graph Neural Network for Internet of Things and NextG Networks27 May 2024 0 repositories listed
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26 May 2024 0 repositories listed
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Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities21 May 2024 0 repositories listed
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Strategic Deployment of Honeypots in Blockchain-based IoT Systems21 May 2024 0 repositories listed