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AWS で生成系 AI を簡単に試してみよう! | AWS AI Week for Developers (ビギナートラック)

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What Is Confidential Computing? How It Works In Google Cloud
What is Confidential Computing?
Cloud computing technology that can isolate data within a secured central processing unit (CPU) while it is being processed is known as Confidential Computing. The data the CPU processes and the techniques it employs to do so are both part of its environment. Only those with specific authorization may access this in order to provide programming code for privileged access. Otherwise, the CPU’s resources are undetectable and undiscovered by any software or anybody, even the cloud provider.
Businesses using public and hybrid cloud services need data security solutions more than ever. Confidential computing aims to reassure organizations about data security. Before customers can feel at ease transferring information to a cloud environment, they must be certain that data is secure and kept private.
When it comes to delicate or business-critical tasks, this assurance is equally crucial. Moving to the cloud requires many businesses to put their faith in an unknown technology. This might lead to challenging issues, especially if their digital assets are accessible to unidentified parties, like the cloud provider. The goal of confidential computing is to ease these worries.
Cloud computing is not a novel use of data encryption. Cloud service companies have been encrypting data while it is in storage or in a database for years. Additionally, they have encrypted data traveling across a network. These have been essential components of cloud security for a long time. However, confidential computing encrypts data in use as well as in transit and at rest.
How Confidential Computing Works
Applications connect to a computer’s memory in order to process data. An program must first decrypt data in memory before it can process it. The data is accessible since it is momentarily unencrypted. Before, during, and immediately after processing, it is accessible without encryption. This exposes it to dangers such as memory dump attacks, which, in the case of an irretrievable mistake, entail capturing and utilizing random access memory (RAM) placed on a storage device.
As part of the assault, the attacker causes this mistake, which makes the data vulnerable. Additionally, data is vulnerable to root user breaches, which happen when an unauthorized individual obtains administrator capabilities and may access data before to, during, and after processing.
By using a hardware-based architecture known as a trusted execution environment (TEE), confidential computing resolves this problem. Within a CPU, this is a secure coprocessor. TEEs have integrated encryption keys. The coprocessor employs built-in attestation techniques to ensure that the TEEs are only accessible by the application code that has been allowed for them. The TEE will reject the attempt at access and stop the calculation if malware or unauthorized code attacks the system while it is attempting to access the encryption keys.
This keeps private information safe while it’s in memory. The data is made available for processing after the application instructs the TEE to decrypt it. Everything and everyone else cannot see the data while it is encrypted and being processed by the computer. This covers the operating system, virtual machines, hypervisors, other computer resources, and the cloud provider.
Why is Confidential Computing a Breakthrough Technology?
Because it addresses a requirement specific to cloud computing and one that is becoming more and more popular trustless security in a cloud computing environment confidential computing is a game-changing technology. For private users who want to ensure that their data, software, and computational tasks are not left vulnerable to cloud providers or other individuals they do not like to interact with, cloud computing is probably going to remain the preferred option.
Currently, a bad actor may access important processes, data, and software if they are able to effectively get or fake the credentials of a cloud provider. The most direct method of reaching the core infrastructure in a conventional on-premises computer system is to carry out an in-person assault, unless the infrastructure is unprotected at its perimeter. Therefore, users feel secure knowing that the internal data center is locked.
It doesn’t matter whether their confidence is warranted or advisable. Trust is still fostered by the sensation of control over the computer environment. With cloud computing, when the digital assets are located hundreds of kilometers away, the same degree of confidence may be established. Without having to worry about data protection or other regulatory concerns, this might open the door for businesses to embrace the newest cloud technology.
Businesses that must adhere to compliance rules could feel much more at ease moving their workloads to the cloud. A company may face severe fines or perhaps legal action for even an unintentional violation. Services like Google Cloud and Kubernetes can only provide people who are concerned about cloud security so much trust without confidential computing. Sensitive information is protected from unwanted access by programs and processes on the computer as well as by individuals with to solutions like Microsoft Azure secret cloud computing.
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