User Anomaly Detection via Windows Event Logs

As part of a personal project, I would like to implement an anomaly detection script of user login activities via machine learning and windows event logs.

actually, I want you to implement *Exactly* this article which shown in the following link:

[login to view URL]

in General, the steps of implementation (as detailed on the above link) are:

1. Create lab setup via VM'S with active directory

2. Simulate the user's anomaly behivor.

3. Generate a .evtx file (Windows event logs) with good/bad behavior.

4. Convert .Evtx to CSV.

5. Train An KNN model.

6. Detect anomaly events.

So, if you feel comfortable with:

1. Writing scripts in Python.

2. Windows event logs.

3. Simulating windows users and basic attacks via Active Directory.

4. machine learning (KNN).

Feel free to contact me.



Taidot: Machine Learning (ML), Python, Active Directory

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Tietoa työnantajasta:
( 1 arvostelu ) tel aviv, Israel

Projektin tunnus: #29896208

4 freelanceria on tarjonnut keskimäärin $155 tähän työhön


Hi. I just read your job fully and understood what you want.. I can do it perfectly. I have enough experience in Python. Object detection and Deeplearning are my skill side. Low budget and best result. Main is Reasonab Lisää

$140 USD 7 päivässä
(2 arvostelua)

Hello, I've 3-Year experience in Data Science. My Core Skills are Machine Learning and AI - Deep Learning - Anomaly Detection - Image Classification - Analysis of Data - Data Visualisation Use of Python packages like(N Lisää

$160 USD 2 päivässä
(5 arvostelua)

Hi, I am a Deep Learning/Machine Learning Expert using python. I can realize ML/DL technologies with python tensorflow, keras etc. Deep Learning Skills: CNN,RNN,RCNN,LSTM,Auto-Encoder…. Machine Learning skills:KNN, SV Lisää

$200 USD 7 päivässä
(1 arvostelu)

I Have 2.5 years of experience in machine learning and deep learning in python. Skills required for this project are my forte. I can complete the project in the required timeframe . If given the opportunity , I am pre Lisää

$120 USD 5 päivässä
(0 arvostelua)