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static-model

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Shaswat2001 / INN_Continuum_Robot

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Repository for "Inverse Kinematics of Tendon Driven Continuum Robots using Invertible Neural Network" (CompAuto 2022)

python machine-learning robot deep-learning neural-network robotics tensorflow inverse-kinematics neural-networks trajectory-generation robot-control robot-controller extreme-learning-machine tendon-driven invertible-neural-networks mlp-regressor piecewise-constant multilayer-perceptron continuum-robotics static-model
  • Updated Jun 11, 2023
  • C++

RimTouny / Dynamic-DNS-Traffic-Analysis-for-Data-Exfiltration-Detection-with-Kafka

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Crafting static and dynamic models for data exfiltration detection via DNS traffic analysis. Static model trained on batch data, while dynamic model simulates a continuous stream. Rigorous analysis, feature engineering, and model training conducted. Implementation part of AI for Cyber Security Master's assignment at the University of Ottawa, 2023.

dns kafka pipeline hyperparameter-tuning anova mutual-information chi-square f1-score dynamic-model rfe static-model
  • Updated Jan 12, 2024
  • Jupyter Notebook

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