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How ML System Design helps us to make better ML products

Xebia

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

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Mastercard preps for the post-quantum cybersecurity threat

CIO

Such a cryptographically relevant quantum computer (CRQC) could deliver a devastating impact to global cybersecurity protocols. To prepare for this worst-case scenario, Mastercard launched its Quantum Security and Communications project, which earned the company a 2023 US CIO 100 Award for IT innovation and leadership.

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NSA Artificial Intelligence Security Center – and Global IC Partners – on Deploying Secure AI Systems

Ooda Loop

This Cybersecurity Information Sheet (CSI) is the first of its kind release from the NSA Artificial Intelligence Security Center (AISC) – “intended to support National Security System owners and Defense Industrial Base companies that will be deploying and operating AI systems designed and developed by an external entity…while intended (..)

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8 Steps to acing your next system design interview

Hacker Earth Developers Blog

System design can be a huge leap forward in your career both in terms of money and satisfaction you get from your job. But if your previous job was focused on working closely on one of the components of a system, it can be hard to switch to high-level thinking. Imagine switching from roofing to architectural design.

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What do Security Operations Centers really need—today…and tomorrow

CIO

We are at a crossroads where well-funded threat actors are leveraging innovative tools, such as machine learning and artificial intelligence, while Security Operations Centers (SOCs), built around legacy technologies like security information and event management (SIEM) solutions, are failing to rise to the occasion.

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Enabling privacy and choice for customers in data system design

Lacework

This is particularly relevant when the data potentially includes user information, and the architecture must ensure hosting of the data complies with customer preferences or regulatory requirements regarding where the data is hosted. Why is this relevant to customers of security providers?

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Cybersecurity Snapshot: Insights on Hive Ransomware, Supply Chain Security, Risk Metrics, Cloud Security

Tenable

Get the latest on the Hive RaaS threat; the importance of metrics and risk analysis; cloud security’s top threats; supply chain security advice for software buyers; and more! . 2 - CompTIA: Cybersecurity and risk analysis will mesh in 2023. Cybersecurity Measurement (U.S. That’s according to an advisory from the U.S.

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