Antimalware with machine learning

This application use machine learning to check if a file is a malware or not.

Supported file formats:

For scripts analysis, you can use the file extension to be sure the good model is used.

The maximum file size is 5MB

You can extract only one file from a zip.

The CLI tool is available on Github

Last public submissions:

Hash Verdict Scan date
5d2614ebe7680070e612547a85691905a88def5e660d1a2ec3a3defc8299c1ec malware 2025-04-28 13:38:23
e2c38e07a5c77d5cbd006efb20da82c97a51ff450e2281dbc11d13541ff04041 malware 2025-04-28 13:37:02
a1fd547ad0224d0be610644c1e65feca18df843f079d9839537dc9f6b3e2a87e malware 2025-04-28 12:50:14
7bf643452bc77ed1b13d52ce1e0d39d56ab0b3f0cf53a88f00b92a2bd74c84f3 malware 2025-04-28 12:48:51
d6ff37cf17f73dc09e1bb459d7ebec5bfe3ca0acac5924ebeb15c01e1d5985eb malware 2025-04-28 12:47:32
8cb54738d97401a4520aa2f8b3260fff8d1fd1b6843571b1e1ddd1c232fe04e9 malware 2025-04-28 12:46:11
bc407aec3c1515d5cf405c36da5d2336361e57dc07afba016a5a6379b56892fa malware 2025-04-28 12:44:50
8c87d9eb60632c48c1c1ebf86eaeacbc397e4d33a72c82bd9c4d8809e5096102 malware 2025-04-28 12:43:33
c05a5557556ceb1f7ac8880c2f871a96a5698ab83197bb8027c07d9be70ef14e malware 2025-04-28 12:42:12
7fa702fb9a15c58a70af8add749e058abc9e43ec5ffb551fe3464fbdf2c7a061 malware 2025-04-28 12:39:51
35f56e6019406ee4247dfaf7a96e210eee795c8b05dc3c3666a2f644a8d4beab malware 2025-04-28 12:38:35
b6730d80af9fd4895cbb353793423cfc6bc8b8e133b658baefc60e1f7a70a8c4 clean 2025-04-28 12:36:58
e4249cf9557799e8123e0b21b6a4be5ab8b67d56dc5bfad34a1d4e76f7fd2b19 malware 2025-04-28 12:35:40
edc49b54a7e81765003aba43237f5e7d0a69cdf330bbf84a20776614a5dd24e1 malware 2025-04-28 11:55:09
6c4d270681da5377dc375d3d4d026eddef87918f6613990f0779884b794cf415 malware 2025-04-28 11:53:47
34bab60d1a03e397c209f4455d1dc0dc6cd2c1a5348da1e0e99f16e069723e22 malware 2025-04-28 11:52:29
4f111dd6b9cea83f8647ff3293c8df2962b052faacbee349867bed985a4703b9 malware 2025-04-28 11:51:10
e5f629d657b8baf55380a2310b6355422e8c3092fea3ae757b3c4efe3c6e8bbd malware 2025-04-28 11:49:52
49d2dfe9ec5ba7a99753d71a6c091c185aa7adb5f4325b08219514ba1e6cf456 malware 2025-04-28 11:48:34
e4cd2ca16742164f1aefa0b13a860f49862e632b6cb5a7498152548ffe9b9dde malware 2025-04-28 11:46:14
All history

I use F2-score as evaluation metric for all models. More information about F-score on Wikipedia.

Be aware this score is for my data, it means if my data doesnt match reality the score can be good but the prediction on new data can be bad.

Model F2 score comments
Windows PE 0.972470989408626
PDF 0.9608212939022867 This model is pretty bad!
MS Office 0.9703164471872858
Scripts 0.9933923815695263
PowerShell 0.9810269806243621

Best F2-score is 1, worst is 0.

This website use supervised machine learning to predict if a file is a malware or not. The model has been trained with malware and legit softwares to be able to learn how to identify malware.

Be aware my tool can make error. You acknowledge that use of the Service is at your own risk.

IF VirusTotal check is disabled: I will not send the hash of your file or your file to VirusTotal or another third party. I will only keep the data if the prediction seems wrong compare to an antivrus result.

IF VirusTotal check is enabled: I will ONLY send the hash of your file to VirusTotal. I will only keep the data if the prediction seems wrong compare to the VirusTotal result.