Read the abstract ➤ https://www.conf42.com/Python_2024_Petr_Emelianov_nextgeneration_multiparty_computation Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 0:49 security and privacy 1:52 examples 5:42 mpc in a nutshell 6:38 secret sharing 7:45 addition/substraction 9:58 multiplication 14:24 linear regression 15:02 real (almost) case 16:34 drawbacks 18:12 closing thoughts 18:22 security considerations 20:21 crypten 20:51 conclusions 21:35 thank you!