Browse State-of-the-Art › Intrusion Detection › Papers, page 4

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 4 of 8: papers 301 to 400 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.

• Practical Performance of a Distributed Processing Framework for Machine-Learning-based NIDS
  20 May 2024 0 repositories listed
• StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems
  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
• Systematic Review: Anomaly Detection in Connected and Autonomous Vehicles
  4 May 2024 0 repositories listed
• Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence
  3 May 2024 0 repositories listed
• Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems
  29 Apr 2024 0 repositories listed
• Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study
  28 Apr 2024 0 repositories listed
• Feature Distribution Shift Mitigation with Contrastive Pretraining for Intrusion Detection
  23 Apr 2024 0 repositories listed
• Intrusion Detection at Scale with the Assistance of a Command-line Language Model
  20 Apr 2024 0 repositories listed
• LEMDA: A Novel Feature Engineering Method for Intrusion Detection in IoT Systems
  20 Apr 2024 0 repositories listed
• Integrating Graph Neural Networks with Scattering Transform for Anomaly Detection
  16 Apr 2024 0 repositories listed
• Privacy-Preserving Intrusion Detection using Convolutional Neural Networks
  15 Apr 2024 0 repositories listed
• Reconfigurable Edge Hardware for Intelligent IDS: Systematic Approach
  13 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
• A Transformer-Based Framework for Payload Malware Detection and Classification
  27 Mar 2024 0 repositories listed
• Dealing with Imbalanced Classes in Bot-IoT Dataset
  27 Mar 2024 0 repositories listed
• Expectations Versus Reality: Evaluating Intrusion Detection Systems in Practice
  26 Mar 2024 0 repositories listed
• EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning
  24 Mar 2024 0 repositories listed
• Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems
  22 Mar 2024 0 repositories listed
• A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats
  17 Mar 2024 0 repositories listed
• Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis
  17 Mar 2024 0 repositories listed
• usfAD Based Effective Unknown Attack Detection Focused IDS Framework
  17 Mar 2024 0 repositories listed
• Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems
  14 Mar 2024 0 repositories listed
• An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques
  12 Mar 2024 0 repositories listed
• MKF-ADS: Multi-Knowledge Fusion Based Self-supervised Anomaly Detection System for Control Area Network
  7 Mar 2024 0 repositories listed
• An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection
  25 Feb 2024 0 repositories listed
• An Effective Networks Intrusion Detection Approach Based on Hybrid Harris Hawks and Multi-Layer Perceptron
  21 Feb 2024 0 repositories listed
• IT Intrusion Detection Using Statistical Learning and Testbed Measurements
  20 Feb 2024 0 repositories listed
• MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs
  17 Feb 2024 0 repositories listed
• Utilizing Deep Learning for Enhancing Network Resilience in Finance
  15 Feb 2024 0 repositories listed
• Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol
  5 Feb 2024 0 repositories listed
• Feature Selection using the concept of Peafowl Mating in IDS
  3 Feb 2024 0 repositories listed
• Effective Multi-Stage Training Model For Edge Computing Devices In Intrusion Detection
  31 Jan 2024 0 repositories listed
• Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed
  24 Jan 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
• A Lightweight FPGA-based IDS-ECU Architecture for Automotive CAN
  19 Jan 2024 0 repositories listed
• A Lightweight Multi-Attack CAN Intrusion Detection System on Hybrid FPGAs
  19 Jan 2024 0 repositories listed
• Deep Learning-based Embedded Intrusion Detection System for Automotive CAN
  19 Jan 2024 0 repositories listed
• Exploring Highly Quantised Neural Networks for Intrusion Detection in Automotive CAN
  19 Jan 2024 0 repositories listed
• Quantised Neural Network Accelerators for Low-Power IDS in Automotive Networks
  19 Jan 2024 0 repositories listed
• Real-Time Zero-Day Intrusion Detection System for Automotive Controller Area Network on FPGAs
  19 Jan 2024 0 repositories listed
• Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems
  18 Jan 2024 0 repositories listed
• Improving Intrusion Detection with Domain-Invariant Representation Learning in Latent Space
  28 Dec 2023 0 repositories listed
• Real-time Network Intrusion Detection via Decision Transformers
  12 Dec 2023 0 repositories listed
• A Novel Federated Learning-Based IDS for Enhancing UAVs Privacy and Security
  7 Dec 2023 0 repositories listed
• FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning
  7 Dec 2023 0 repositories listed
• A Simple Framework to Enhance the Adversarial Robustness of Deep Learning-based Intrusion Detection System
  6 Dec 2023 0 repositories listed
• Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems
  5 Dec 2023 0 repositories listed
• Intrusion Detection System with Machine Learning and Multiple Datasets
  4 Dec 2023 0 repositories listed
• Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis
  28 Nov 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
• Enhancing Intrusion Detection In Internet Of Vehicles Through Federated Learning
  23 Nov 2023 0 repositories listed
• Open Set Dandelion Network for IoT Intrusion Detection
  19 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
• A model for multi-attack classification to improve intrusion detection performance using deep learning approaches
  25 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
• One-Class Classification for Intrusion Detection on Vehicular Networks
  25 Sep 2023 0 repositories listed
• Learning-Based Detection of Malicious Volt-VAr Control Parameters in Smart Inverters
  19 Sep 2023 0 repositories listed
• AIDPS:Adaptive Intrusion Detection and Prevention System for Underwater Acoustic Sensor Networks
  14 Sep 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
• Towards Low-Barrier Cybersecurity Research and Education for Industrial Control Systems
  31 Aug 2023 0 repositories listed
• Assessing Cyclostationary Malware Detection via Feature Selection and Classification
  29 Aug 2023 0 repositories listed
• Unsupervised anomalies detection in IIoT edge devices networks using federated learning
  23 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
• Forensic Data Analytics for Anomaly Detection in Evolving Networks
  17 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
• Using Kernel SHAP XAI Method to optimize the Network Anomaly Detection Model
  31 Jul 2023 0 repositories listed
• Identifying Relevant Features of CSE-CIC-IDS2018 Dataset for the Development of an Intrusion Detection System
  21 Jul 2023 0 repositories listed
• A Machine Learning based Empirical Evaluation of Cyber Threat Actors High Level Attack Patterns over Low level Attack Patterns in Attributing Attacks
  17 Jul 2023 0 repositories listed
• Man-in-the-Middle Intrusion Detection Based on CNN-LSTM Model
  17 Jul 2023 0 repositories listed
• Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation
  5 Jul 2023 0 repositories listed
• Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction
  4 Jul 2023 0 repositories listed
• Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense?
  27 Jun 2023 0 repositories listed
• An Intelligent Mechanism for Monitoring and Detecting Intrusions in IoT Devices
  23 Jun 2023 0 repositories listed
• Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection
  22 Jun 2023 0 repositories listed
• Online Self-Supervised Deep Learning for Intrusion Detection Systems
  22 Jun 2023 0 repositories listed
• Host-Based Network Intrusion Detection via Feature Flattening and Two-stage Collaborative Classifier
  15 Jun 2023 0 repositories listed
• Is there a Trojan! : Literature survey and critical evaluation of the latest ML based modern intrusion detection systems in IoT environments
  14 Jun 2023 0 repositories listed
• Intrusion Detection: A Deep Learning Approach
  13 Jun 2023 0 repositories listed
• Adversarial Evasion Attacks Practicality in Networks: Testing the Impact of Dynamic Learning
  8 Jun 2023 0 repositories listed
• Effective Intrusion Detection in Highly Imbalanced IoT Networks with Lightweight S2CGAN-IDS
  6 Jun 2023 0 repositories listed
• Federated Deep Learning for Intrusion Detection in IoT Networks
  5 Jun 2023 0 repositories listed
• Exploring Global and Local Information for Anomaly Detection with Normal Samples
  3 Jun 2023 0 repositories listed
• REGARD: Rules of EngaGement for Automated cybeR Defense to aid in Intrusion Response
  23 May 2023 0 repositories listed
• Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation
  18 May 2023 0 repositories listed
• Anomaly Detection Dataset for Industrial Control Systems
  11 May 2023 0 repositories listed
• POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour
  29 Apr 2023 0 repositories listed
• Blockchain Large Language Models
  25 Apr 2023 0 repositories listed
• Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review
  19 Apr 2023 0 repositories listed
• Training Automated Defense Strategies Using Graph-based Cyber Attack Simulations
  17 Apr 2023 0 repositories listed