Suljettu

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.

Thanks,

Yuval

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

Näytä lisää: wmi expert programmer event logs russia mumbai romania, windows event common, windows l2tp logs, pool user group pptp windows server, user content management windows, user profile cnet windows, net add user controls toolbox windows forms, user input simulation windows, windows query list group policy objects windows event, windows event log wrapper net, copy paste detection windows, delphi usb detection windows, event logs ipad, delphi windows event log, windows event logging software, windows event log monitor, windows update logs in event viewer, oms windows event logs, windows event logs location, windows event logs explained

Tietoa työnantajasta:
( 1 arvostelu ) tel aviv, Israel

Projektin tunnus: #29896208

4 freelanceria on tarjonnut keskimäärin $155 tähän työhön

VladimirBognar

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)
4.5
hassam02

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)
3.5
sgrisin659

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)
2.0
kushgit17

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)
0.0