LiDan456 / MAD-GANs

Applied generative adversarial networks (GANs) to do anomaly detection for time series data
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swat wadi #10

Open firmai opened 4 years ago

firmai commented 4 years ago

Hi,

I have the swat and wadi dataset, could you advise me how to use these datasets in the model

Regards, Derek

luismartinsez commented 4 years ago

Hi Derek,

Have you had any success with SWaT and Wadi datasets?

firmai commented 4 years ago

I think I was able to get it to work, will send you what I have in a week or so. Remind me if I forget, currently on holiday

luismartinsez commented 4 years ago

Sure I will remind you the end of next week. Enjoy your holidays :-)

luismartinsez commented 4 years ago

Hi Derek - hope you're back from holiday. Could you kindly forward what you have done with MAD-GAN?

On another note, I must appreciate your initiative & contributions through https://www.firmai.org/ to promote Business analysis & Data Science solutions to public. Great!! Thanks

firmai commented 4 years ago

Just had a look, I actually forgot to come back to this project after opening this issue. Here are the data sets if you haven't grabbed them yet.

https://drive.google.com/open?id=1ABZKdclka3e2NXBSxS9z2YF59p7g2Y5I https://drive.google.com/open?id=11XWMQruwxFvlVEiqNgZ1mxVw-c-5xSmR

Here are some other anomaly stuff you might enjoy (at the top). If you succeed with this replication, please let me know. https://github.com/firmai/business-analytics-and-mathematics-python

luismartinsez commented 4 years ago

Thanks, I will

lwchaoyeah commented 4 years ago

Hi Derek, Have you succeed with this replication? I had a problem with "python AD_Invert.py --settings_file kdd99_test". The error always appear 1.0 or NaN. I found the source problem was that the created random variable 'Z' was NaN sometimes! If you have finished this problem, could you please tell me ? Thanks a lot!

Avv22 commented 3 years ago

Just had a look, I actually forgot to come back to this project after opening this issue. Here are the data sets if you haven't grabbed them yet.

https://drive.google.com/open?id=1ABZKdclka3e2NXBSxS9z2YF59p7g2Y5I https://drive.google.com/open?id=11XWMQruwxFvlVEiqNgZ1mxVw-c-5xSmR

Here are some other anomaly stuff you might enjoy (at the top). If you succeed with this replication, please let me know. https://github.com/firmai/business-analytics-and-mathematics-python

Why there are versions of SWaT as A1, A2, A3, ...etc?

jyoti922 commented 3 years ago

Hi Derek could you advise me how to use these wadi and swat datasets in the model.Thanks in advance

luckyStarForever commented 3 years ago

Would you like to tell me , "What are the requirements for the code project environment ?" Thank you very much!

luckyStarForever commented 3 years ago

Would you like to tell me , "What are the requirements for the code project environment ?"

You can also run commands in the project environment:

pip freeze > D:\requirements.txt

Please share the requirements.txt content. Thank you very much!

vickyngo-code commented 2 years ago

Just had a look, I actually forgot to come back to this project after opening this issue. Here are the data sets if you haven't grabbed them yet. https://drive.google.com/open?id=1ABZKdclka3e2NXBSxS9z2YF59p7g2Y5I https://drive.google.com/open?id=11XWMQruwxFvlVEiqNgZ1mxVw-c-5xSmR Here are some other anomaly stuff you might enjoy (at the top). If you succeed with this replication, please let me know. https://github.com/firmai/business-analytics-and-mathematics-python

Why there are versions of SWaT as A1, A2, A3, ...etc?

Version A1 and A2 are the original 2015 datasets that pretty much everyone use in their papers. The paper that iTrust published also refers to this version.

Info on later versions can be found here. Some might not contain any attack data. https://itrust.sutd.edu.sg/itrust-labs_datasets/dataset_info/

shengbinzheng commented 1 year ago

ValueError: could not convert string to float: ' 22/12/2015 9:59:59 PM' Can somebody help me with this question? JH5 CT_OYKI6}5O99Y2`E@9

shengbinzheng commented 1 year ago

hi, when I run the RGAN.py , there is an error ValueError: could not convert string to float: ' 22/12/2015 9:59:59 PM', Do you know how to slove it ?