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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 3 of 3: papers 201 to 261 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.

• Benchmarking the Benchmark -- Analysis of Synthetic NIDS Datasets
  19 Apr 2021 0 repositories listed
• Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-based Network Intrusion Detection
  15 Apr 2021 0 repositories listed
• Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review
  11 Apr 2021 0 repositories listed
• Exploring Edge TPU for Network Intrusion Detection in IoT
  30 Mar 2021 0 repositories listed
• Explaining Network Intrusion Detection System Using Explainable AI Framework
  12 Mar 2021 0 repositories listed
• TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack
  10 Mar 2021 0 repositories listed
• Federated Intrusion Detection for IoT with Heterogeneous Cohort Privacy
  25 Jan 2021 0 repositories listed
• Intrusion detection in IoT using artificial neural networks on UNSW-15 dataset
  21 Jan 2021 0 repositories listed
• Towards Network Traffic Monitoring Using Deep Transfer Learning
  4 Jan 2021 0 repositories listed
• A Novel Resampling Technique for Imbalanced Dataset Optimization
  30 Dec 2020 0 repositories listed
• A Comprehensive Guide to CAN IDS Data & Introduction of the ROAD Dataset
  29 Dec 2020 0 repositories listed
• RNNIDS: Enhancing Network Intrusion Detection Systems through Deep Learning
  21 Dec 2020 0 repositories listed
• Review: Deep Learning Methods for Cybersecurity and Intrusion Detection Systems
  4 Dec 2020 0 repositories listed
• Adversarial Examples in Constrained Domains
  2 Nov 2020 0 repositories listed
• DualNet: Locate Then Detect Effective Payload with Deep Attention Network
  23 Oct 2020 0 repositories listed
• Spiking Neural Networks with Single-Spike Temporal-Coded Neurons for Network Intrusion Detection
  15 Oct 2020 0 repositories listed
• The Effective Methods for Intrusion Detection With Limited Network Attack Data: Multi-Task Learning and Oversampling
  6 Oct 2020 0 repositories listed
• Machine Learning Applications in Misuse and Anomaly Detection
  10 Sep 2020 0 repositories listed
• Network Intrusion Detection Using Wrapper-based Decision Tree for Feature Selection
  11 Aug 2020 0 repositories listed
• Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection
  9 Aug 2020 0 repositories listed
• Adversarial Machine Learning in Network Intrusion Detection Systems
  23 Apr 2020 0 repositories listed
• A New Intrusion Detection System using the Improved Dendritic Cell Algorithm
  15 Apr 2020 0 repositories listed
• Hybrid Model For Intrusion Detection Systems
  19 Mar 2020 0 repositories listed
• 1D CNN Based Network Intrusion Detection with Normalization on Imbalanced Data
  1 Mar 2020 0 repositories listed
• Survey of Network Intrusion Detection Methods from the Perspective of the Knowledge Discovery in Databases Process
  27 Jan 2020 0 repositories listed
• Pelican: A Deep Residual Network for Network Intrusion Detection
  19 Jan 2020 0 repositories listed
• A Robust Comparison of the KDDCup99 and NSL-KDD IoT Network Intrusion Detection Datasets Through Various Machine Learning Algorithms
  31 Dec 2019 0 repositories listed
• Network Intrusion Detection based on LSTM and Feature Embedding
  26 Nov 2019 0 repositories listed
• Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response
  22 Nov 2019 0 repositories listed
• Intrusion Detection using Sequential Hybrid Model
  26 Oct 2019 0 repositories listed
• ASNM Datasets: A Collection of Network Traffic Features for Testing of Adversarial Classifiers and Network Intrusion Detectors
  23 Oct 2019 0 repositories listed
• WOTBoost: Weighted Oversampling Technique in Boosting for imbalanced learning
  17 Oct 2019 0 repositories listed
• A Transfer Learning Approach for Network Intrusion Detection
  5 Sep 2019 0 repositories listed
• SynGAN: Towards Generating Synthetic Network Attacks using GANs
  26 Aug 2019 0 repositories listed
• Analyzing and Storing Network Intrusion Detection Data using Bayesian Coresets: A Preliminary Study in Offline and Streaming Settings
  20 Jun 2019 0 repositories listed
• A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS
  7 Jun 2019 0 repositories listed
• Mimic Learning to Generate a Shareable Network Intrusion Detection Model
  2 May 2019 0 repositories listed
• Active Learning for Network Intrusion Detection
  2 Apr 2019 0 repositories listed
• Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier
  2 Apr 2019 0 repositories listed
• Rallying Adversarial Techniques against Deep Learning for Network Security
  27 Mar 2019 0 repositories listed
• Deep Adversarial Learning in Intrusion Detection: A Data Augmentation Enhanced Framework
  23 Jan 2019 0 repositories listed
• Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks
  7 Dec 2018 0 repositories listed
• Anomaly Detection via Minimum Likelihood Generative Adversarial Networks
  1 Aug 2018 0 repositories listed
• V-CNN: When Convolutional Neural Network encounters Data Visualization
  12 Jun 2018 0 repositories listed
• Onion-Peeling Outlier Detection in 2-D data Sets
  12 Mar 2018 0 repositories listed
• A Deep Belief Network Based Machine Learning System for Risky Host Detection
  29 Dec 2017 0 repositories listed
• A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection
  23 Sep 2017 0 repositories listed
• Security Evaluation of Pattern Classifiers under Attack
  2 Sep 2017 0 repositories listed
• Energy-based Models for Video Anomaly Detection
  17 Aug 2017 0 repositories listed
• Model Selection for Anomaly Detection
  12 Jul 2017 0 repositories listed
• Data Mining model in the discovery of trends and patterns of intruder attacks on the data network as a public-sector innovation
  19 Apr 2017 0 repositories listed
• Threat analysis of IoT networks Using Artificial Neural Network Intrusion Detection System
  7 Apr 2017 0 repositories listed
• On the (Statistical) Detection of Adversarial Examples
  21 Feb 2017 0 repositories listed
• "Flow Size Difference" Can Make a Difference: Detecting Malicious TCP Network Flows Based on Benford's Law
  14 Sep 2016 0 repositories listed
• Attribute Learning for Network Intrusion Detection
  28 Jul 2016 0 repositories listed
• Sorting out typicality with the inverse moment matrix SOS polynomial
  13 Jun 2016 0 repositories listed
• Learning Privately from Multiparty Data
  10 Feb 2016 0 repositories listed
• Detecting Clusters of Anomalies on Low-Dimensional Feature Subsets with Application to Network Traffic Flow Data
  10 Jun 2015 0 repositories listed
• Extreme bandits
  1 Dec 2014 0 repositories listed
• A Network Intrusions Detection System based on a Quantum Bio Inspired Algorithm
  3 May 2014 0 repositories listed
• Toward Supervised Anomaly Detection
  23 Jan 2014 0 repositories listed