Milestones · Qian Wang / talktiveproject

Implement Enhanced Login and Registration System

Qian Wang / talktiveproject

Dec 5, 2024–Dec 19, 2024

Expired

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Webcam Behavior Detection Implementation

Qian Wang / talktiveproject

Dec 3, 2024–Dec 26, 2024

Expired

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Test the output of each layer of CTGAN and other deep learning models and add integration tests

Qian Wang / talktiveproject

Feb 6, 2025–Feb 27, 2025

Expired

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Training YOLOv8 for Suspicious Behavior Detection in Customer Cameras

Qian Wang / talktiveproject

Feb 1, 2025–Feb 27, 2025

Expired

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Real-Time Monitoring with Spark and Kafka, Data Processing & SageMaker Integration

Qian Wang / talktiveproject

Feb 1, 2025–Feb 27, 2025

Expired

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Real-Time Data Capture and Streaming with Kafka and Spark EMR

Qian Wang / talktiveproject

Feb 1, 2025–Feb 27, 2025

Expired

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Classify data using ADFA dataset with Bag of Words, Skipgram, TF-IDF, and Perceptron model, with grid search for model optimization

Qian Wang / talktiveproject

Feb 1, 2025–Feb 27, 2025

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Use Transformer/BERT for feature extraction and RNN/CNN/LSTM for classifying malicious HTTP requests, with model optimization using SageMaker pipeline

Qian Wang / talktiveproject

Feb 1, 2025–Feb 27, 2025

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Monitor malicious traffic requests using CTGAN and ICNN models with IDS-2017 dataset on AWS SageMaker MLOps for continuous training and deployment

Qian Wang / talktiveproject

Feb 1, 2025–Feb 27, 2025

Expired

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Use eBPF and kprobe to audit kernel instructions sent by user space, display suspicious processes on frontend

Qian Wang / talktiveproject

Feb 1, 2025–Feb 27, 2025

Expired

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Capture malicious traffic and HTTP requests with malicious code; display IP geolocation and packet details using tables and Google Maps API

Qian Wang / talktiveproject

Feb 1, 2025–Feb 27, 2025

Expired

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Create an index page to view all website functionalities

Qian Wang / talktiveproject

Jan 10, 2025–Feb 27, 2025

Expired

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Implement Three.js Visualization for Monitoring IPv4 Traffic on Cloud Servers

Qian Wang / talktiveproject

started on Feb 7, 2025

Open

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