Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 7 of 7 for “"Elasticsearch"”.
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Developing an Adaptive Threat Hunting Solution: The Elasticsearch Stack
… This thesis proposes and evaluates The Elasticsearch Stack solution (ELK), an enterprise-grade logging repository and search engine to provide active threat hunting in a Windows enterprise environment. The initial phases of this thesis focus on the data quality, unsupervised machine …
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Leveraging Transformer Models and Elasticsearch to Help Prevent and Manage Diabetes through EFT Cues
… To mitigate this issue, this research employs Elasticsearch to address data imbalance and enhance the machine learning (ML) pipeline for improved accuracy of predictions. By leveraging Elas- ticsearch and transformer models, this study constructs classifiers and regression models, which can be …
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Automatic modeling of cyber intrusions using the diamond model utilizing security logs and events
… cyber intrusion analysis model; in which Elasticsearch is being used to collect and analyze logs about cyber attacks and extract major indicators of compromise then finally map them to the diamond model. The results demonstrate that integrating Elasticsearch with the diamond model would …
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Cyber Attack Modelling using Threat Intelligence. An investigation into the use of threat intelligence to model cyber-attacks based on elasticsearch and honeypot data analysis
Cyber-attacks have become an increasing threat to organisations as well as the wider public. This has led to greatly negative impacts on the economy at large and on the everyday lives of people. Every successful cyber attack on targeted devices and networks highlights the weaknesses within the …
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Utilizing GAN and Sequence Based LSTMs on Post-RF Metadata for Near Real Time Analysis
… data, train, test, and upload results to the Elasticsearch database. The overall method described is in sharp contrast to the more weathered solution of analyzing raw data from a Software Designed Radio, and has the potential to be scaled much more efficiently.
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Desplegar l'eina "Zeek IDS" i la seva posterior explotació per a l'anàlisi d'activitats sospitoses a la xarxa
… que juntament amb la integració amb ELK Stack (Elasticsearch, Logstash i Kibana), som capaços d'enriquir les dades, permetent la detecció de connexions a llocs web fraudulents o la descàrrega de fitxers perillosos en temps real, amb fonts de detecció actualitzades gràcies a les integracions amb …
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Edge-Based Anomaly Detection for IoMT: A Lightweight Unsupervised Model and SIEM Integration
… as structured alerts for ingestion into Elasticsearch and visualization in Kibana. Evaluation was conducted in two phases. Under controlled injection-based conditions, anomaly scores showed near-perfect separability between normal and abnormal telemetry (ROC AUC = 1.000), indicating that …