Yiğit pfp

Yiğit

@yigitgurbulak

16 Following
62 Followers
Yiğit pfp
Yiğit
@yigitgurbulak
I'm currently thinking about hybrid cryptographic algorithms and hybrid blockchains, something may be coming soon …
0 reply
0 recast
0 reaction
Vitalik Buterin pfp
Vitalik Buterin
@vitalik.eth
In regular programming, zero is false and anything else is true. In ZK cryptography, zero is true and anything else is false.
99 replies
682 recasts
3039 reactions
Yiğit pfp
Yiğit
@yigitgurbulak
The person who gives you the best day of your life will also be the person who gives you the worst day of your life
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
We will integrate AI into payments
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
FHE is the next best thing
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
https://fermatslibrary.com/s/a-new-kind-of-cipher-that-would-take-millions-of-years-to-break
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
In 1977, the inventors of RSA presented a challenge ciphertext and offered $100 to anyone who could decipher it The decryption involved factoring a 129-digit number, which they predicted would take 40 quadrillion years By 1994, the challenge was solved.
1 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
These are actually the notes I took while reading this article!
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
This demonstrates that a privacy-preserving model can achieve nearly the same performance in predictions compared to a non-privacy-preserving model.
1 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
After training on 60,000 examples, the difference in mean absolute error between both regressions is extremely low. Standard errors are measured for both regressions, with a very low delta of 0.00001.
1 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
They mitigate this by partitioning the dataset into 343 blocks and sequentially verifying each block with a single ZKVM. Thus, they verify approximately 55 minutes of DP-private regression training on 60,000 (x, y) examples with a single GPU.
1 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
Packaged with a CUDA-compatible GPU computing backend, RISC-ZERO ZKVM significantly improves the computation time for DP-regression training. However, it comes at the cost of nearly exhausting the memory of the tested graphics unit (an 8GB NVIDIA GeForce RTX 4070 Laptop CPU).
1 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
eprint.iacr.org/2024/639.pdf This study demonstrates that a MLaaS operator can provide consumers with cryptographic techniques ensuring computational integrity with minimal assumptions. - Consumers can be highly confident that the task is performed correctly
1 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
If you build, they will come
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
… that's why the “one-sentence philosophy” of proof-of-stake is not “Security comes from spending electricity”, but “Security comes from putting economic value open to loss”.
0 reply
0 recast
1 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
“blockchains that aren't highly interoperable are essentially a digital north korea”
0 reply
0 recast
1 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
This is a marathon, not a short-distance run
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
build it no matter what
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
https://x.com/sriramk/status/1753492902523638135?s=46&t=tgGdt0IULRMZtHclOJ8ljw
0 reply
0 recast
0 reaction
Yiğit pfp
Yiğit
@yigitgurbulak
“No one knows exactly how the nocturnal hunters manage their whisper-soft flight, yes it inspiring the design of quieter airplanes, fans and wind turbines”.
0 reply
0 recast
1 reaction