DFLER: Drone Flight Log Entity Recognizer to Support Forensic Investigation on Drone Device
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Jul 3, 2026 - HTML
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drone-forensics
Here are 12 public repositories matching this topic...
Transformer-based Sentiment Analysis for Anomaly Detection on Drone Forensic Timeline
sentiment-analysis digital-forensics anomaly-detection transformer-models log-anomaly large-language-models drone-forensics forensic-timeline
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Nov 30, 2024 - Python
Transformer-Based Named Entity Recognition on Drone Flight Logs to Support Forensic Investigation
information-extraction named-entity-recognition digital-forensics conditional-random-fields transformer-encoder drone-forensics
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Aug 11, 2023 - Python
Interpretable Anomaly Severity Detection on UAV Flight Log Messages
anomaly-detection sentence-embeddings multitask-learning transformer-models trustworthy-ai interpretability-and-explainability drone-forensics
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Aug 8, 2024 - HTML
Towards Terms Definition Extraction in Drone Forensics using Large Language Mode
digital-forensics claude forensics-tools large-language-models chatgpt instructor-embeddings chatsonic drone-forensics
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Dec 25, 2025 - Jupyter Notebook
Drone Flight Log Anomaly Severity Classification via Sentence Embedding
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Sep 6, 2023 - Python
Augmenting Multitask Learning for Multiclass Anomaly Severity Detection on Drone Flight Logs
log-analysis lstm gru digital-forensics bert multiclass-classification anomaly-detection multitask-learning transformer-encoder drone-forensics
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Aug 4, 2024 - HTML
An intelligent drone forensic analysis system for flight path visualization, halt detection, and anomaly detection using machine learning.
python machine-learning geospatial-data cybersecurity digital-forensics gps-tracking isolation-forest-algorithm streamlit folium-maps drone-forensics
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Jul 9, 2026 - Python
Severity-Oriented Multiclass Drone Flight Logs Anomaly Detection
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May 1, 2024 - Jupyter Notebook
Hands-on Drone Forensics project covering UAV assembly, flight log analysis, telemetry, onboard memory analysis, digital evidence acquisition, and forensic investigation workflows.
uav drone gps telemetry pixhawk flight-controller cybersecurity digital-forensics ardupilot mission-planner drone-forensics
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Jul 6, 2026
DroNER: Dataset for drone named entity recognition
named-entity-recognition digital-forensics drone-dataset drone-forensics digital-forensic-artifact forensic-timeline drone-flight-log
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Dec 23, 2023 - Python
Visual ArduPilot/MAVLink flight-log viewer with anomaly detection — companion repo for the Dark Wolf 'Hack Our Drone' workshop @ DEF CON Singapore (DCSG1).
leaflet uas mavlink defcon ardupilot flight-log-analysis dataflash pymavlink drone-forensics defcon-sg dcsg1 dark-wolf hack-our-drone
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May 6, 2026 - HTML
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