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[CSGO]Detect LegitAimbot By Neural Networks


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huoji
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Join Date: Oct 2020
Old 10-11-2020 , 08:36   [CSGO]Detect LegitAimbot By Neural Networks
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!!! YOU NEED SOME PYTHON AND SOURCEMOD CODE KNOWLEDGE TO USE IT !!!
!!! This is not out of the box. The project is not complete !!!
!!! Its only working 128 ticks server, not working for game demo、64tick server !!!
hi alliedmodders:
I planned to use it for my csgo server but I gave up my plan because some chiense 15-year kids ddos my server and cyber violence to my player and me.so i stop my csgo server and this project,
the project has not been completed but it has been tested. 91% of the detection rate of aiming robot is under 700000 samples.
principle:
player viewangle、mousex、mousey will have a lot of characteristics even if the random value is added for any cheat legit aimbot. Neural Networks will Identify these characteristics

This is not out of the box. the project is not complete but you can keep make this project.
HOW TOU RUN THIS DEMO:
0. install python3 、 tensorflow、cuda
1. Compile and install AI.sp,set your server map to aimbotz or other shot bot map
2. do not use aimbot to shot bot (I recommend shot 250000 bot)
3. set sm_crowai_cheat to 1 and use any cheat legit aimbot to shot bot(I recommend shot 250000 bot)
4. The more of data, the more accurate the model, 250000 bots It's not the maximum. The more the maximum, the better
5. change tarin.py train_file_path、test_file_path to csv file(in sourcemod\\addons\\ai)
6. run it. train it.
7. when tarin finished i will generation AI model
8. using aimbot to shot some bot (i recommend 20-30 bots)
9. change test.py train_file_path 、test_file_path,train_file_path is your train csv file, test_file_path is the new csv file generated in the previous step
10. run it .you will see the accuracy of the model and the results of the aimbot test
11. if everything goes well, it will return the chance that you are an aimbot

WHAT YOU NEED TO DO:
1. Deploying tensorflow AI model make to a web server
2. make a plugin for send saved data to web server when game match ending
3. do some meme, like when a player is suspected of using aimbot, forcing him to use client side anti cheat or call admin to review demo.

github: https://github.com/huoji120/AI_Aimbot_Detecter
thanks:
sourcemod anti cheat
google
me
all ddos my server chiense kids
personal attacks on me and my players chinese kids congratulations!

if you think the training model is too troublesome, I will release my trained model later

Last edited by huoji; 10-11-2020 at 08:46.
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