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Network Intrusion Detection

Papers archive 2025-07-28

archive papers tagged: 261 · with a code link: 67 · where Syntology ran a sample: 10 (8 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (10 of 261 tagged: 8 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 261, 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.

• Systematic Evaluation of Synthetic Data Augmentation for Multi-class NetFlow Traffic
  28 Aug 2024 0 repositories listed
• Towards Explainable Network Intrusion Detection using Large Language Models
  8 Aug 2024 0 repositories listed
• Multi-agent Reinforcement Learning-based Network Intrusion Detection System
  8 Jul 2024 0 repositories listed
• PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security
  19 Jun 2024 0 repositories listed
• Detection-Rate-Emphasized Multi-objective Evolutionary Feature Selection for Network Intrusion Detection
  13 Jun 2024 0 repositories listed
• Sequential Binary Classification for Intrusion Detection
  10 Jun 2024 0 repositories listed
• Generative AI-in-the-loop: Integrating LLMs and GPTs into the Next Generation Networks
  6 Jun 2024 0 repositories listed
• Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning
  4 Jun 2024 0 repositories listed
• A Synergistic Approach In Network Intrusion Detection By Neurosymbolic AI
  3 Jun 2024 0 repositories listed
• KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation
  26 May 2024 0 repositories listed
• Practical Performance of a Distributed Processing Framework for Machine-Learning-based NIDS
  20 May 2024 0 repositories listed
• Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection
  17 May 2024 0 repositories listed
• Feature Distribution Shift Mitigation with Contrastive Pretraining for Intrusion Detection
  23 Apr 2024 0 repositories listed
• Integrating Graph Neural Networks with Scattering Transform for Anomaly Detection
  16 Apr 2024 0 repositories listed
• An incremental hybrid adaptive network-based IDS in Software Defined Networks to detect stealth attacks
  1 Apr 2024 0 repositories listed
• Dealing with Imbalanced Classes in Bot-IoT Dataset
  27 Mar 2024 0 repositories listed
• EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning
  24 Mar 2024 0 repositories listed
• A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats
  17 Mar 2024 0 repositories listed
• An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection
  25 Feb 2024 0 repositories listed
• Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction
  22 Jan 2024 0 repositories listed
• Real-time Network Intrusion Detection via Decision Transformers
  12 Dec 2023 0 repositories listed
• RIDE: Real-time Intrusion Detection via Explainable Machine Learning Implemented in a Memristor Hardware Architecture
  27 Nov 2023 0 repositories listed
• SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification
  19 Nov 2023 0 repositories listed
• Explaining Tree Model Decisions in Natural Language for Network Intrusion Detection
  30 Oct 2023 0 repositories listed
• The Efficacy of Transformer-based Adversarial Attacks in Security Domains
  17 Oct 2023 0 repositories listed
• Give and Take: Federated Transfer Learning for Industrial IoT Network Intrusion Detection
  11 Oct 2023 0 repositories listed
• ByteStack-ID: Integrated Stacked Model Leveraging Payload Byte Frequency for Grayscale Image-based Network Intrusion Detection
  6 Oct 2023 0 repositories listed
• Untargeted White-box Adversarial Attack with Heuristic Defence Methods in Real-time Deep Learning based Network Intrusion Detection System
  5 Oct 2023 0 repositories listed
• Detecting Unknown Attacks in IoT Environments: An Open Set Classifier for Enhanced Network Intrusion Detection
  14 Sep 2023 0 repositories listed
• TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection
  14 Sep 2023 0 repositories listed
• Efficient Network Representation for GNN-based Intrusion Detection
  11 Sep 2023 0 repositories listed
• Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification
  5 Sep 2023 0 repositories listed
• Multidomain transformer-based deep learning for early detection of network intrusion
  3 Sep 2023 0 repositories listed
• Assessing Cyclostationary Malware Detection via Feature Selection and Classification
  29 Aug 2023 0 repositories listed
• Performance Comparison and Implementation of Bayesian Variants for Network Intrusion Detection
  22 Aug 2023 0 repositories listed
• Real-time Regular Expression Matching
  20 Aug 2023 0 repositories listed
• SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection
  13 Aug 2023 0 repositories listed
• A Novel Deep Learning based Model to Defend Network Intrusion Detection System against Adversarial Attacks
  31 Jul 2023 0 repositories listed
• Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction
  4 Jul 2023 0 repositories listed
• Host-Based Network Intrusion Detection via Feature Flattening and Two-stage Collaborative Classifier
  15 Jun 2023 0 repositories listed
• Adversarial Evasion Attacks Practicality in Networks: Testing the Impact of Dynamic Learning
  8 Jun 2023 0 repositories listed
• Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation
  18 May 2023 0 repositories listed
• POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour
  29 Apr 2023 0 repositories listed
• Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection
  11 Apr 2023 0 repositories listed
• BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection
  7 Apr 2023 0 repositories listed
• Review on the Feasibility of Adversarial Evasion Attacks and Defenses for Network Intrusion Detection Systems
  13 Mar 2023 0 repositories listed
• Adv-Bot: Realistic Adversarial Botnet Attacks against Network Intrusion Detection Systems
  12 Mar 2023 0 repositories listed
• EdgeServe: A Streaming System for Decentralized Model Serving
  2 Mar 2023 0 repositories listed
• Deep Neural Networks based Meta-Learning for Network Intrusion Detection
  18 Feb 2023 0 repositories listed
• Anomaly based network intrusion detection for IoT attacks using deep learning technique
  16 Feb 2023 0 repositories listed
• Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification
  30 Jan 2023 0 repositories listed
• Heterogeneous Domain Adaptation for IoT Intrusion Detection: A Geometric Graph Alignment Approach
  24 Jan 2023 0 repositories listed
• DRL-GAN: A Hybrid Approach for Binary and Multiclass Network Intrusion Detection
  5 Jan 2023 0 repositories listed
• DOC-NAD: A Hybrid Deep One-class Classifier for Network Anomaly Detection
  15 Dec 2022 0 repositories listed
• A Dependable Hybrid Machine Learning Model for Network Intrusion Detection
  8 Dec 2022 0 repositories listed
• A Hypergraph-Based Machine Learning Ensemble Network Intrusion Detection System
  8 Nov 2022 0 repositories listed
• GowFed -- A novel Federated Network Intrusion Detection System
  28 Oct 2022 0 repositories listed
• TAD: Transfer Learning-based Multi-Adversarial Detection of Evasion Attacks against Network Intrusion Detection Systems
  27 Oct 2022 0 repositories listed
• CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model
  17 Oct 2022 0 repositories listed
• DI-NIDS: Domain Invariant Network Intrusion Detection System
  15 Oct 2022 0 repositories listed
• FedDef: Defense Against Gradient Leakage in Federated Learning-based Network Intrusion Detection Systems
  8 Oct 2022 0 repositories listed
• Network Intrusion Detection System in a Light Bulb
  6 Oct 2022 0 repositories listed
• Explanation Method for Anomaly Detection on Mixed Numerical and Categorical Spaces
  9 Sep 2022 0 repositories listed
• Zero-day DDoS Attack Detection
  31 Aug 2022 0 repositories listed
• A Novel Approach To Network Intrusion Detection System Using Deep Learning For Sdn: Futuristic Approach
  3 Aug 2022 0 repositories listed
• Statistical Detection of Adversarial examples in Blockchain-based Federated Forest In-vehicle Network Intrusion Detection Systems
  11 Jul 2022 0 repositories listed
• Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection
  7 Jul 2022 0 repositories listed
• CoAP-DoS: An IoT Network Intrusion Dataset
  29 Jun 2022 0 repositories listed
• LBDMIDS: LSTM Based Deep Learning Model for Intrusion Detection Systems for IoT Networks
  23 Jun 2022 0 repositories listed
• On Generalisability of Machine Learning-based Network Intrusion Detection Systems
  9 May 2022 0 repositories listed
• Ensemble Classifier Design Tuned to Dataset Characteristics for Network Intrusion Detection
  8 May 2022 0 repositories listed
• Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach
  11 Apr 2022 0 repositories listed
• EPASAD: Ellipsoid decision boundary based Process-Aware Stealthy Attack Detector
  8 Apr 2022 0 repositories listed
• IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset
  30 Mar 2022 0 repositories listed
• Prepare for Trouble and Make it Double. Supervised and Unsupervised Stacking for AnomalyBased Intrusion Detection
  28 Feb 2022 0 repositories listed
• NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks
  20 Feb 2022 0 repositories listed
• Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection
  2 Feb 2022 0 repositories listed
• Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks
  31 Jan 2022 0 repositories listed
• Early Detection of Network Attacks Using Deep Learning
  27 Jan 2022 0 repositories listed
• One-Shot Learning on Attributed Sequences
  23 Jan 2022 0 repositories listed
• An Interpretable Federated Learning-based Network Intrusion Detection Framework
  10 Jan 2022 0 repositories listed
• Feature Selection-based Intrusion Detection System Using Genetic Whale Optimization Algorithm and Sample-based Classification
  3 Jan 2022 0 repositories listed
• Detect & Reject for Transferability of Black-box Adversarial Attacks Against Network Intrusion Detection Systems
  22 Dec 2021 0 repositories listed
• Adversarial Machine Learning In Network Intrusion Detection Domain: A Systematic Review
  6 Dec 2021 0 repositories listed
• Two-stage Deep Stacked Autoencoder with Shallow Learning for Network Intrusion Detection System
  3 Dec 2021 0 repositories listed
• Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration
  2 Dec 2021 0 repositories listed
• A Cyber Threat Intelligence Sharing Scheme based on Federated Learning for Network Intrusion Detection
  4 Nov 2021 0 repositories listed
• PWG-IDS: An Intrusion Detection Model for Solving Class Imbalance in IIoT Networks Using Generative Adversarial Networks
  6 Oct 2021 0 repositories listed
• From Zero-Shot Machine Learning to Zero-Day Attack Detection
  30 Sep 2021 0 repositories listed
• Feature Analysis for Machine Learning-based IoT Intrusion Detection
  29 Aug 2021 0 repositories listed
• Feature Extraction for Machine Learning-based Intrusion Detection in IoT Networks
  28 Aug 2021 0 repositories listed
• A new semi-supervised inductive transfer learning framework: Co-Transfer
  18 Aug 2021 0 repositories listed
• Learning to Detect: A Data-driven Approach for Network Intrusion Detection
  18 Aug 2021 0 repositories listed
• Decision-forest voting scheme for classification of rare classes in network intrusion detection
  25 Jul 2021 0 repositories listed
• Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks
  12 Jul 2021 0 repositories listed
• Segmented Federated Learning for Adaptive Intrusion Detection System
  2 Jul 2021 0 repositories listed
• On the Evaluation of Sequential Machine Learning for Network Intrusion Detection
  15 Jun 2021 0 repositories listed
• Towards a Privacy-preserving Deep Learning-based Network Intrusion Detection in Data Distribution Services
  12 Jun 2021 0 repositories listed
• Cybersecurity Anomaly Detection in Adversarial Environments
  14 May 2021 0 repositories listed
• Launching Adversarial Attacks against Network Intrusion Detection Systems for IoT
  26 Apr 2021 0 repositories listed