Remove scpecial character from a file

I would like to delete a particular character (') in file.

I tried this command, but didn't work:
sed 's/'//g' file

My file contains these rows:

'eaa3b0e3f86b97a13f123302e1bc788f9':'FfdrTN\''
'ff368e9fb0982cf91237ef5456297bbb3':'jdcgr$x'
'5b829da203d0e53e49e632572bd9091a':']nzuerG'

and I want these rows:

eaa3b0e3f86b97a13f123302e1bc788f9:FfdrTN\'
ff368e9fb0982cf91237ef5456297bbb3:jdcgr$x
5b829da203d0e53e49e632572bd9091a:]nzuerG

Could you help me, please?

sed "s/\\\\'/!=!/g; s/'//g; s/!=!/\\\\'/g" infile

Thanks, but I got this error for your command:

root@SAMSUNG:~# sed "s/\\\\'/!=!/g; s/'//g; s/!=!/\\\\'/g" Downloads/file
bash: !/g: event not found
sed -e "s/\\\\'/#=#/g; s/'//g; s/#=#/\\\\'/g" infile

Thanks for your help. It works...