Open-sourcing zkml: Trustless Machine Learning for All
We’re excited to announce the open-source release of zkml, our framework for producing zero-knowledge proofs of ML model execution. zkml builds on our earlie...
Recent Posts
Attacking ChatGPT with Standard Program Attacks
Large language models (LLMs) have become increasingly powerful in their capabilities: they can now pass the Bar, answer clinical questions, and write code. T...
zk-img: Fighting Deepfakes with Zero-Knowledge Proofs
Over the past few years, the use of deepfakes for malicious purposes has exploded. Deepfakes have been used to steal funds from unsuspecting investors and ev...
Trustless Verification of Machine Learning
Machine learning (ML) deployments are becoming increasingly complex as ML increases in its scope and accuracy. Many organizations are now turning to “ML-as-a...
Installing CUDA 10.2, CuDNN 7.6.5, TensorRT 7.0 on AWS, Ubuntu 18.04
How to install CUDA 10.2, CuDNN 7.6.5, TensorRT 7.0 in the AWS T4 instance.
Installing CUDA 10.1, CuDNN 7.6.3, TensorRT 5.0.1 on AWS, Ubuntu 18.04
How to install CUDA 9.2, CuDNN 7.2.1, PyTorch nightly on Google Compute Engine. I expect this to be outdated when PyTorch 1.0 is released (built with CUDA 10...
Installing OpenCV 3.4 from source
Dependencies: ``` sudo apt install cmake python-dev python-numpy gcc g++ sudo apt install python3-dev python3-numpy sudo apt install build-essential libgtk2....
Installing CUDA 10.0, CuDNN 7.4.1, TensorRT 5.0.1 on Google Compute Engine
How to install CUDA 9.2, CuDNN 7.2.1, PyTorch nightly on Google Compute Engine. I expect this to be outdated when PyTorch 1.0 is released (built with CUDA 10...
Mounting a Blank Disk on Google Compute Engine
Change $MNT_DIR_NAME as desired. export MNT_DIR_NAME="data" sudo mkdir -p /mnt/disks/$MNT_DIR_NAME sudo mkfs.ext4 -m 0 -F -E lazy_itable_init=0,lazy_journal_...
Installing CUDA 9.2, CuDNN 7.2.1, PyTorch nightly on Google Compute Engine
How to install CUDA 9.2, CuDNN 7.2.1, PyTorch nightly on Google Compute Engine. I expect this to be outdated when PyTorch 1.0 is released (built with CUDA 10...
About this Blog
Often times I have to perform a technical task that is very similar to something I’ve done before. This blog is mainly a list of tutorials for my future self...