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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning - AI

Conversely, the data in your model may be extremely sensitive and highly regulated, so deviation from AWS Key Management Service (AWS KMS) customer managed key (CMK) rotation and use of AWS Network Firewall to help enforce Transport Layer Security (TLS) for ingress and egress traffic to protect against data exfiltration may be an unacceptable risk.

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Technology Trends for 2024

O'Reilly Media - Ideas

Our own theory is that it’s a reaction to GPT models leaking proprietary code and abusing open source licenses; that could cause programmers to be wary of public code repositories. This change is apparently not an error in the data. If you want to run an open source language model on your laptop, try llamafile.)

Trends 115
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10 Keys to a Secure Cloud Data Lakehouse

Cloudera

“They combine the best of both worlds: flexibility, cost effectiveness of data lakes and performance, and reliability of data warehouses.”. It allows users to rapidly ingest data and run self-service analytics and machine learning. Use one of the many enterprise firewalls offered within the cloud platform marketplaces.

Cloud 52
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Telecommunications and the Hybrid Data Cloud

Cloudera

The second issue is with regulatory, security and privacy concerns about moving certain workloads and certain data sets beyond the firewall, and in many cases out of the country. SDX is a fundamental and integral part of Cloudera Data Platform architecture. Cloudera: The Telco Data Cloud.

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Building an effective data approach in a hybrid cloud world – part 2

Cloudera

Classifying data and systems in order to leverage consistent security and governance is the next stage, however you also have to solve some really challenging technical topics: from firewalls to organizational challenges in the data protection and security area.

Cloud 81
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Technology Trends for 2023

O'Reilly Media - Ideas

Companies can no longer protect all of their IT systems behind a firewall; many of the servers are running in a data center somewhere, and IT staff has no idea where they are or even if they exist as physical entities. Not the use of content about firewalls, which only grew 7%. And cloud computing generates its own problems.

Trends 133