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Feature extraction based on word embedding models for intrusion detection in network traffic

https://doi.org/10.20517/jsss.2020.15
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/dac.3547openalex-snapshot
An intrusion detection system based on combining probability predictions of a tree of classifiers
inferredcites →https://doi.org/10.1007/978-3-030-20005-3openalex-snapshot
International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019)
inferredcites →https://doi.org/10.1007/978-3-030-20005-3_2openalex-snapshot
Comparison of System Call Representations for Intrusion Detection
inferredcites →https://doi.org/10.1007/978-3-319-11698-3_44openalex-snapshot
Evaluating Host-Based Anomaly Detection Systems: Application of the Frequency-Based Algorithms to ADFA-LD
inferredcites →https://doi.org/10.1007/978-3-540-45248-5_10openalex-snapshot
Using Decision Trees to Improve Signature-Based Intrusion Detection
inferredcites →https://doi.org/10.1007/978-3-642-30220-6_2openalex-snapshot
OMC-IDS: At the Cross-Roads of OLAP Mining and Intrusion Detection
inferredcites →https://doi.org/10.1007/s11042-019-08607-9openalex-snapshot
Multimedia recommendation using Word2Vec-based social relationship mining
inferredcites →https://doi.org/10.1016/j.bdr.2019.04.001openalex-snapshot
Anomaly Detection and Repair for Accurate Predictions in Geo-distributed Big Data
inferredcites →https://doi.org/10.1016/j.comnet.2008.12.011openalex-snapshot
Characterizing network traffic by means of the NetMine framework
inferredcites →https://doi.org/10.1016/j.eswa.2020.113378openalex-snapshot
Scalable auto-encoders for gravitational waves detection from time series data
inferredcites →https://doi.org/10.1016/j.infsof.2020.106348openalex-snapshot
A statistical pattern based feature extraction method on system call traces for anomaly detection
inferredcites →https://doi.org/10.1016/j.jnca.2011.01.002openalex-snapshot
Mutual information-based feature selection for intrusion detection systems
inferredcites →https://doi.org/10.1016/j.jnca.2017.03.018openalex-snapshot
Generating realistic intrusion detection system dataset based on fuzzy qualitative modeling
inferredcites →https://doi.org/10.1109/cisp.2013.6743952openalex-snapshot
Evaluating host-based anomaly detection systems: A preliminary analysis of ADFA-LD
inferredcites →https://doi.org/10.1109/cisp32698.2013openalex-snapshot
2013 6th International Congress on Image and Signal Processing (CISP)
inferredcites →https://doi.org/10.1109/iaw.2005.1495942openalex-snapshot
Learning classifiers for misuse and anomaly detection using a bag of system calls representation
inferredcites →https://doi.org/10.1109/tsmcc.2008.923876openalex-snapshot
Random-Forests-Based Network Intrusion Detection Systems
inferredcites →https://doi.org/10.1109/wcnc.2013.6555301openalex-snapshot
Generation of a new IDS test dataset: Time to retire the KDD collection
inferredcites →https://doi.org/10.1145/2907070openalex-snapshot
A Survey of Predictive Modeling on Imbalanced Domains
inferredcites →https://doi.org/10.1145/3308558.3313572openalex-snapshot
Multistream Classification for Cyber Threat Data with Heterogeneous Feature Space
inferredcites →https://doi.org/10.1186/s12859-019-3006-zopenalex-snapshot
PTPD: predicting therapeutic peptides by deep learning and word2vec
inferredcites →https://doi.org/10.1371/journal.pone.0220976openalex-snapshot
Word2vec convolutional neural networks for classification of news articles and tweets
inferredcites →https://doi.org/10.1587/bplus.2007.2_26openalex-snapshot
IEEE Wireless Communications and Networking Conference (WCNC 2007)
inferredcites →https://doi.org/10.20944/preprints202206.0218.v1openalex-snapshot
Intrusion Detection Systems: A Survey and Taxonomy
inferredcites →https://doi.org/10.3233/his-170247openalex-snapshot
Ensemble classifier for misuse detection using N-gram feature vectors through operating system call traces
inferredcites →https://doi.org/10.3233/jcs-980109openalex-snapshot
Intrusion detection using sequences of system calls
inferredcites →https://doi.org/10.3837/tiis.2019.04.025openalex-snapshot
DroidVecDeep: Android Malware Detection Based on Word2Vec and Deep Belief Network
inferredcites →https://doi.org/10.48550/arxiv.1301.3781openalex-snapshot
Efficient Estimation of Word Representations in Vector Space
inferredcites →https://doi.org/10.5555/1314498.1314572openalex-snapshot
Euclidean Embedding of Co-occurrence Data

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1007/s41872-025-00335-4openalex-snapshot
Enhancing reliability and security in online social networks: intelligent learning models for cybercrime detection
inferred← citeshttps://doi.org/10.1007/s44163-025-00551-yopenalex-snapshot
Word-embedding approach for unknown attributes in access control model
inferred← citeshttps://doi.org/10.1007/s44248-023-00002-yopenalex-snapshot
Evaluating Word Embedding Feature Extraction Techniques for Host-Based Intrusion Detection Systems
inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111150openalex-snapshot
DDoSBERT: Fine-tuning variant text classification bidirectional encoder representations from transformers for DDoS detection
inferred← citeshttps://doi.org/10.1016/j.eswa.2024.124166openalex-snapshot
The art of time-bending: Data augmentation and early prediction for efficient traffic classification
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.128160openalex-snapshot
A hybrid TwinSVM-HHO model for multilingual spam review detection using sentiment features and pre-trained embeddings
inferred← citeshttps://doi.org/10.1109/access.2022.3177272openalex-snapshot
SimCSE for Encrypted Traffic Detection and Zero-Day Attack Detection
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386211openalex-snapshot
Distributed Continual Intrusion Detection: A Collaborative Replay Framework
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386674openalex-snapshot
One-GPT: A One-Class Deep Fusion Model for Machine-Generated Text Detection
inferred← citeshttps://doi.org/10.1109/dsaa54385.2022.10032405openalex-snapshot
Active Lifelong Anomaly Detection with Experience Replay
inferred← citeshttps://doi.org/10.1109/iciteics64870.2025.11341476openalex-snapshot
Analyzing Deep Learning for Intrusion Detection Systems: Effectively Categorizing Threats in Cybersecurity Networks
inferred← citeshttps://doi.org/10.1109/icitisee63424.2024.10730718openalex-snapshot
Sentiment Analysis on Indonesian Telegram Reviews Using Naïve Bayes, SVM, Random Forest, and Boosting Models
inferred← citeshttps://doi.org/10.1109/ijcnn54540.2023.10191322openalex-snapshot
A Deep Fusion Model for Human $vs$. Machine-Generated Essay Classification
inferred← citeshttps://doi.org/10.1117/12.3010403openalex-snapshot
A deep learning-based method for HTTP payload classification in attack detection
inferred← citeshttps://doi.org/10.1145/3769682openalex-snapshot
Payload-Aware Intrusion Detection with CMAE and Large Language Models
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2184218/v1openalex-snapshot
Detecting Cybercrime: An Evaluation of Machine Learning and Deep Learning Using Natural Language Processing Techniques on the Social Network
inferred← citeshttps://doi.org/10.3390/app15031552openalex-snapshot
A Review of Deep Learning Applications in Intrusion Detection Systems: Overcoming Challenges in Spatiotemporal Feature Extraction and Data Imbalance
inferred← citeshttps://doi.org/10.3390/data6070070openalex-snapshot
An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam
inferred← citeshttps://doi.org/10.3390/s21093025openalex-snapshot
A Framework for Malicious Traffic Detection in IoT Healthcare Environment
inferred← citeshttps://doi.org/10.47001/irjiet/2024.802002openalex-snapshot
Software Reliability Prediction Using Deep Learning and Feature Selection Algorithms
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