Artem

Verifiable Inference @ Oxford 🎓
Ex. Aragon ZK Research

[Artem @ElusAegis]

@badcryptobitch Why all of a sudden TEEs all over the place? Seems a month ago no one was even talking about them

[Artem @ElusAegis]

@AlleManfredi @SuccinctLabs @zama Reminds me what we did a year ago with Private DAO at Zama Hackathon https://t.co/dxqpJTk8dZ .

Key is that you need to remember that for voting HE is usually enough https://t.co/qt8C9hzMZN

[Artem @ElusAegis]

@xlr8harder Could something like what I have built be helpful to confirm the authenticity of these traces? https://t.co/tLAr5fXN0R

[Artem @ElusAegis]

@Ingo_zk Really cool work, did not know about the problem before hand! One question - if you run a model on CPU only, no multithreading, would it still be non-deterministic?

I understand that you loose in inference time, however it is anyway magnitudes quicker than actual proving

[Artem @ElusAegis]

@AlexanderJLong What about security? I found that this is a biggest caviate for decentralized training:
1. Replication factor (or cryptography overhead) you need to verify that the results are correct
2. Ability to inject backdoors for adversarial parties (similar to Federated Learning attacks)

[Artem @ElusAegis]

@ilblackdragon Considering attacks such as data reordering (https://t.co/yumG0H2XgX), even making data public will do little to confirm lack of backdoors.

Furthermore, backdoors are just a subset of adversarial attacks, so rather more effort is needed in making models "robust" overall

[Artem @ElusAegis]

@_Daniel_Ospina What if the personalized AI agents can not just choose an option, but participate in decisions making on your behalf? Saving each of us a lot of time and making decisions more involved

[Artem @ElusAegis]

@levelsio Time for some prompt injections 👀

[PSE @PrivacyEthereum]

Exciting times for the ZKML space as Zero Gravity continues its work exploring and developing the use of zero-knowledge proofs for Weightless Neural Networks (WNNs) .

Read the blog post by @elus_aegis and @georgwiese to learn more!
https://t.co/HJ1tQPMmuq

[Artem @ElusAegis]

@drCathieSo_eth Happy birthday! Keep it up for the next one!

[Artem @ElusAegis]

@ChrisClickUp I hope you have used ChatGPT to write this doc :)