Imagine you’ve protected your production Google Cloud environment from compromised credentials, using MFA and a hardware security key. However, you find that your GCP environment has been breached through the hijacking of OAuth session tokens cached by gcloud access. Tokens were exfiltrated and used to invoke API calls from another host. The tokens were refreshed by the attacker and did not require MFA. Detecting the breach via Stackdriver was confusing, slowing incident response.
Today, data analytics, automation, connectivity, and remote monitoring have made great progress and have brought innovations in every sphere of modern civilization. The digitization in day-to-day human activities has been revolutionized by the Internet of Things (IoT). Based on Gartner’s Forecast database, we can expect that there will be approximately 14 billion devices connected to the internet by 2022. With more devices connected, it will change the way we do business and use resources.
There is a story from years ago about a warehouse network of computers that was separated from the main network. Those machines were running older OSes. But since they weren’t connected to the company network, didn’t hold company data, and only ran the warehouse machines, they were deemed secure. One day, the sysadmin noticed that all of those computers had a glitch at the same time. He remotely rebooted and went back to his desk. But they all glitched again. What happened?
The bariatric surgery market is growing year over year in the United States, from 158,000 surgeries in 2011 to 252,000 surgeries in 2018. Over the last decade, weight loss surgery demand has increased, leading to a boom in the number of clinics offering these procedures. Blossom Bariatrics has become one of the premier bariatric surgery clinics in the Las Vegas area. They provide surgical treatment options for weight loss, plus hernia, gallbladder, and anti-reflux surgeries.
Payment fraud is exploding. So are false positives, customer friction and investigation costs. Unfortunately, as customers continue to pull us down the river of rapid digital transformation, traditional fraud detection systems are being left in the sand.
Are you taking data from an API in the format the web services gives it to you? You should not dictate the structure of data inside your application based on how an API provider structures their data. Instead, you can take advantage of the power of Python's list manipulation techniques to sort, filter, and reorganize data in ways that best suit your needs.
