Your submission was sent successfully! Close

Thank you for signing up for our newsletter!
In these regular emails you will find the latest updates from Canonical and upcoming events where you can meet our team.Close

Thank you for contacting our team. We will be in touch shortly.Close

  1. Blog
  2. Article

Rui Vasconcelos
on 12 June 2020


Microsoft exposes attacks to Kubeflow deployments

Microsoft publishes report detailing series of attacks against clusters running Kubeflow with the purpose of mining cryptocurrencies. To ensure that you are on the safe side, follow the steps below:

1. When deploying Kubeflow, make sure that its dashboard isn’t exposed to the internet: check the type of the Istio ingress service by the following command and make sure that it is not a load balancer with a public IP:

kubectl get service istio-ingressgateway -n istio-system

2. Verify that the malicious container is not deployed in the cluster, through the following command:

kubectl get pods –all-namespaces -o jsonpath=”{.items[*].spec.containers[*].image}”  | grep -i ddsfdfsaadfs

Find out more about this news – ZDNet, threatpost

Related posts


Andreea Munteanu
17 March 2021

Kubeflow operations guide

Ubuntu Article

Operating MLOps stacks alike Kubeflow in an increasingly multi-cloud world will be a key topic as this market and Kubernetes adoption grow. Kubeflow operations webinar To discuss this topic, Canonical is holding a live webinar next week, on 23rd of March, 5PM UTC. Besides the key points listed below, the webinar will also have a ...


Rui Vasconcelos
8 March 2021

Latest community videos

Ubuntu Article

MLOps community jewels The MLOps community continues to grow and gift us with great content and discussions around the topic! Here are a couple of interesting discussions – a long one (1h) about Kubeflow, feature stores, and other platforms in the MLOps space, and a short one (3 min) on how to manage dependencies: Sneak ...


Andreea Munteanu
22 February 2021

Still figuring out what is Kubeflow?

Kubeflow Article

Kubeflow has become quite popular in the MLOps community as the tool that enables data science teams to automate their workflows from data preprocessing to model deployment on Kubernetes. However, with it’s made of many pieces, and while it keeps evolving, how can you effectively start using? Learn Kubeflow from online courses Started by ...