Browse State-of-the-Art › Intrusion Detection › Papers, page 2

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 2 of 8: papers 101 to 200 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.

• Protocol Based Deep Intrusion Detection for DoS and DDoS attacks using UNSW-NB15 and Bot-IoT data-sets
  20 Dec 2021 1 repository listed
• Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection
  27 Nov 2021 1 repository listed
• Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms
  26 Nov 2021 1 repository listed
• Inter-Domain Fusion for Enhanced Intrusion Detection in Power Systems: An Evidence Theoretic and Meta-Heuristic Approach
  20 Nov 2021 1 repository listed
• T-DFNN: An Incremental Learning Algorithm for Intrusion Detection Systems
  15 Nov 2021 1 repository listed
• threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning
  8 Nov 2021 1 repository listed
• Bridging the gap to real-world for network intrusion detection systems with data-centric approach
  25 Oct 2021 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Intrusion Detection In Computer Networks Using Machine Learning Algorithms
  12 Aug 2021 1 repository listed
• Unveiling the potential of Graph Neural Networks for robust Intrusion Detection
  30 Jul 2021 1 repository listed
• Detecting message modification attacks on the CAN bus with Temporal Convolutional Networks
  16 Jun 2021 1 repository listed
• A new Deep Learning Based Intrusion Detection System for Cloud Security
  13 Jun 2021 1 repository listed
• Sketch-Based Anomaly Detection in Streaming Graphs
  8 Jun 2021 1 repository listed
• MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles
  26 May 2021 1 repository listed
• Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection
  20 May 2021 1 repository listed
• Machine learning on knowledge graphs for context-aware security monitoring
  18 May 2021 1 repository listed
• A flow-based IDS using Machine Learning in eBPF
  19 Feb 2021 1 repository listed
• Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network
  3 Feb 2021 1 repository listed
• Recomposition vs. Prediction: A Novel Anomaly Detection for Discrete Events Based On Autoencoder
  27 Dec 2020 1 repository listed
• Fragments Expert A Graphical User Interface MATLAB Toolbox for Classification of File Fragments
  23 Dec 2020 1 repository listed
• Adaptive Intrusion Detection in the Networking of Large-Scale LANs with Segmented Federated Learning
  16 Dec 2020 1 repository listed
• Interpretable Sequence Classification via Discrete Optimization
  6 Oct 2020 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
• ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection on Attributed Networks
  30 Sep 2020 1 repository listed
• Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANs
  28 Sep 2020 1 repository listed
• Intrusion Detection for Cyber-Physical Systems using Generative Adversarial Networks in Fog Environment
  18 Sep 2020 1 repository listed
• MSTREAM: Fast Anomaly Detection in Multi-Aspect Streams
  17 Sep 2020 1 repository listed
• Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection
  28 Aug 2020 1 repository listed
• Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems
  9 Aug 2020 1 repository listed
• EagerNet: Early Predictions of Neural Networks for Computationally Efficient Intrusion Detection
  27 Jul 2020 1 repository listed
• Random Partitioning Forest for Point-Wise and Collective Anomaly Detection -- Application to Intrusion Detection
  29 Jun 2020 1 repository listed
• Efficient Deep CNN-BiLSTM Model for Network Intrusion Detection
  26 Jun 2020 1 repository listed
• A Novel SDN Dataset for Intrusion Detection in IoT Networks
  16 Jun 2020 1 repository listed
• Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors
  15 May 2020 1 repository listed
• Packet2Vec: Utilizing Word2Vec for Feature Extraction in Packet Data
  29 Apr 2020 1 repository listed
• LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications
  6 Apr 2020 1 repository listed
• SUOD: Accelerating Large-Scale Unsupervised Heterogeneous Outlier Detection
  11 Mar 2020 1 repository listed
• SparseIDS: Learning Packet Sampling with Reinforcement Learning
  10 Feb 2020 1 repository listed
• Explainability and Adversarial Robustness for RNNs
  20 Dec 2019 1 repository listed
• Tree-based Intelligent Intrusion Detection System in Internet of Vehicles
  18 Oct 2019 1 repository listed
• K-Metamodes: frequency- and ensemble-based distributed k-modes clustering for security analytics
  30 Sep 2019 1 repository listed
• LuNet: A Deep Neural Network for Network Intrusion Detection
  22 Sep 2019 1 repository listed
• Walling up Backdoors in Intrusion Detection Systems
  17 Sep 2019 1 repository listed
• Sparse Bayesian approach for metric learning in latent space
  15 Aug 2019 1 repository listed
• Learning Neural Representations for Network Anomaly Detection
  1 Aug 2019 1 repository listed
• Benchmarking datasets for Anomaly-based Network Intrusion Detection: KDD CUP 99 alternatives
  13 Nov 2018 1 repository listed
• Intrusion Detection Using Mouse Dynamics
  10 Oct 2018 1 repository listed
• Sequence Covering for Efficient Host-Based Intrusion Detection
  24 Aug 2018 1 repository listed
• Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection
  8 Feb 2018 1 repository listed
• Arhuaco: Deep Learning and Isolation Based Security for Distributed High-Throughput Computing
  12 Jan 2018 1 repository listed
• A Renewal Model of Intrusion
  24 Sep 2017 1 repository listed
• Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features
  28 Aug 2017 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Hybrid Isolation Forest - Application to Intrusion Detection
  10 May 2017 1 repository listed
• CyberRAG: An agentic RAG cyber attack classification and reporting tool
  3 Jul 2025 0 repositories listed
• Detection of Cyber Attack in Network using Machine Learning Techniques.
  2 Jul 2025 0 repositories listed
• Generative Adversarial Evasion and Out-of-Distribution Detection for UAV Cyber-Attacks
  26 Jun 2025 0 repositories listed
• Poster: Enhancing GNN Robustness for Network Intrusion Detection via Agent-based Analysis
  25 Jun 2025 0 repositories listed
• KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs
  24 Jun 2025 0 repositories listed
• Robust Anomaly Detection in Network Traffic: Evaluating Machine Learning Models on CICIDS2017
  23 Jun 2025 0 repositories listed
• Dynamic Temporal Positional Encodings for Early Intrusion Detection in IoT
  22 Jun 2025 0 repositories listed
• On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0
  19 Jun 2025 0 repositories listed
• A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method
  13 Jun 2025 0 repositories listed
• Assessing the Resilience of Automotive Intrusion Detection Systems to Adversarial Manipulation
  12 Jun 2025 0 repositories listed
• Are Trees Really Green? A Detection Approach of IoT Malware Attacks
  9 Jun 2025 0 repositories listed
• Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning
  7 Jun 2025 0 repositories listed
• Neurosymbolic Artificial Intelligence for Robust Network Intrusion Detection: From Scratch to Transfer Learning
  4 Jun 2025 0 repositories listed
• A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges
  3 Jun 2025 0 repositories listed
• A Systematic Review of Metaheuristics-Based and Machine Learning-Driven Intrusion Detection Systems in IoT
  31 May 2025 0 repositories listed
• INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization
  30 May 2025 0 repositories listed
• Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications
  26 May 2025 0 repositories listed
• A Scalable Hierarchical Intrusion Detection System for Internet of Vehicles
  22 May 2025 0 repositories listed
• Neuromorphic Mimicry Attacks Exploiting Brain-Inspired Computing for Covert Cyber Intrusions
  21 May 2025 0 repositories listed
• CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data
  20 May 2025 0 repositories listed
• A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network
  15 May 2025 0 repositories listed
• Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning
  13 May 2025 0 repositories listed
• Simultaneous Intrusion Detection and Localization Using ISAC Network
  12 May 2025 0 repositories listed
• Adversarial Sample Generation for Anomaly Detection in Industrial Control Systems
  6 May 2025 0 repositories listed
• Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability
  2 May 2025 0 repositories listed
• Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking
  29 Apr 2025 0 repositories listed
• A Virtual Cybersecurity Department for Securing Digital Twins in Water Distribution Systems
  28 Apr 2025 0 repositories listed
• Smart Water Security with AI and Blockchain-Enhanced Digital Twins
  28 Apr 2025 0 repositories listed
• Zero-Day Botnet Attack Detection in IoV: A Modular Approach Using Isolation Forests and Particle Swarm Optimization
  26 Apr 2025 0 repositories listed
• Breaking the Flow and the Bank: Stealthy Cyberattacks on Water Network Hydraulics
  24 Apr 2025 0 repositories listed
• Blockchain Meets Adaptive Honeypots: A Trust-Aware Approach to Next-Gen IoT Security
  22 Apr 2025 0 repositories listed
• FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection
  21 Apr 2025 0 repositories listed
• Sensor Scheduling in Intrusion Detection Games with Uncertain Payoffs
  20 Apr 2025 0 repositories listed
• Deep Learning-based Intrusion Detection Systems: A Survey
  10 Apr 2025 0 repositories listed
• Intelligent DoS and DDoS Detection: A Hybrid GRU-NTM Approach to Network Security
  10 Apr 2025 0 repositories listed
• Hybrid Temporal Differential Consistency Autoencoder for Efficient and Sustainable Anomaly Detection in Cyber-Physical Systems
  8 Apr 2025 0 repositories listed
• WeiDetect: Weibull Distribution-Based Defense against Poisoning Attacks in Federated Learning for Network Intrusion Detection Systems
  6 Apr 2025 0 repositories listed
• Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries
  2 Apr 2025 0 repositories listed
• Integrated LLM-Based Intrusion Detection with Secure Slicing xApp for Securing O-RAN-Enabled Wireless Network Deployments
  1 Apr 2025 0 repositories listed
• Are We There Yet? Unraveling the State-of-the-Art Graph Network Intrusion Detection Systems
  26 Mar 2025 0 repositories listed
• Efficient IoT Intrusion Detection with an Improved Attention-Based CNN-BiLSTM Architecture
  25 Mar 2025 0 repositories listed
• Payload-Aware Intrusion Detection with CMAE and Large Language Models
  23 Mar 2025 0 repositories listed
• Robust Intrusion Detection System with Explainable Artificial Intelligence
  7 Mar 2025 0 repositories listed
• Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems
  6 Mar 2025 0 repositories listed
• PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning
  5 Mar 2025 0 repositories listed
• SoK: Knowledge is All You Need: Accelerating Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs
  5 Mar 2025 0 repositories listed
• Generative Active Adaptation for Drifting and Imbalanced Network Intrusion Detection
  4 Mar 2025 0 repositories listed
• Intrusion Detection in IoT Networks Using Hyperdimensional Computing: A Case Study on the NSL-KDD Dataset
  4 Mar 2025 0 repositories listed
• Network Anomaly Detection for IoT Using Hyperdimensional Computing on NSL-KDD
  4 Mar 2025 0 repositories listed

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.