best practices

MLOps Security Best practices

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MLOps Security Best practices

You must build, deploy, and maintain machine learning (ML) systems reliably and efficiently. You can do this using the process of MLOps, which is a combination of DevOps, data engineering, and ML techniques. MLOps provides a systematic approach to evaluating and monitoring ML models. MLOps is concerned with the lifecycle management of ML projects. This involves training, deploying, and maintaining machine learning models to ensure efficiency. Security is an essential component of all MLOps lifecycle…

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Dependency Mapping for DevSecOps

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Dependency Mapping for DevSecOps

Dependency Mapping for DevSecOps Today, DevOps teams use a staggering array of interconnected applications and infrastructure systems to build their continuous integration and continuous deployment (CI/CD) pipelines. These components are called dependencies because they depend on each other to enhance the functionality of an application. While dependencies shorten the release cycle and simplify developers’ lives, without proper security in place, these pipelines can be exposed to critical risks. In a worst-case scenario, it can cause…

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TLS Connection Cryptographic Protocol Vulnerabilities

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TLS Connection Cryptographic Protocol Vulnerabilities

Why Your TLS Connection May Not be as Secure as You Think The Transport Layer Security (TLS) cryptographic protocol is the backbone of encryption on the Internet. It prevents eavesdropping, tampering, and message forgery between two communicating network endpoints. TLS secures many types of Internet communication, including web browsing, email, instant messaging, and voice over IP (VoIP). However, a misconfiguration in TLS can open the doors to multiple vulnerabilities. This blog post explores the risks…

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Will Cloud-Native Network Security Oust Cloud Firewalls?

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Will Cloud-Native Network Security Oust Cloud Firewalls?

Advanced application and workflow security Trend Micro Cloud One – Network Security applies IPS/IPDS (intrusion prevention system/ intrusion prevention detection system) with state-of-the-art machine learning algorithms and a virtual patching approach to bring a secure workflow to your organization. This approach allows aggregated logs and information from every component of your application to be efficiently monitored and vetted. Cloud-native applications need advanced tools and approaches that traditional cloud firewalls with limited scopes don’t typically offer….

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Solve the Cloud-Native App Security Puzzle with CNAPP

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Solve the Cloud-Native App Security Puzzle with CNAPP

Solve the Cloud-Native App Security Puzzle with CNAPP Cloud Native Explore the value of integrating cloud-native application protection into security and development. By: Trend Micro October 20, 2022 Read time:  ( words) There are a lot of pieces in the cloud security puzzle, and sometimes it can seem like it’s not clear how they fit in the big picture. Think cloud access security brokers (CASBs). Or cloud workload protection platforms (CWPPs). Or cloud security posture…

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Top 5 CNAPP-Solved Security Challenges

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Top 5 CNAPP-Solved Security Challenges

Traditionally, runtime security and development security have been treated as separate problems. Cloud-native application security programs consisted of many different tools, each with its own objective, control panel, and view of risk. These tools were mainly event-driven—they would only initiate scans when alerts were raised. This approach limited the sharing of data and did not facilitate the remediation of vulnerable application components in a simple, prioritized, and frictionless way that meets the security, speed, and…

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Detect Threats with Runtime Security

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Detect Threats with Runtime Security

Although containerization provides a reliable and lightweight runtime environment that is consistent from host to host, it only adds to the complexity that stems from multi-cloud infrastructure services and the need to maintain legacy servers and virtualized data centers. This opens up a new range of security risks coming from the nature of the environment. A common example of this environment is a container running on a host with a specific network setup, and in…

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Well-Architected Framework: Sustainability

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Well-Architected Framework: Sustainability

Designing and implementing your business workloads in a public cloud platform such as Amazon Web Services (AWS), Microsoft Azure, or Google Cloud Platform (GCP) can be a challenge. Though the marketing pitch makes it sound as if it is straightforward to deploy and migrate workloads to the cloud, it nonetheless requires a thorough understanding of several factors. This includes how that cloud environment is configured, the platform’s architecture, what services are available, and how you,…

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Top 5 Infrastructure as Code (IaC) Security Challenges

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Top 5 Infrastructure as Code (IaC) Security Challenges

Infrastructure as code (IaC), an essential component of contemporary software, enables developers to spin up software infrastructure while offering systems the ability to grow in a flexible and on-demand manner. Tools that make these configurations based on a programmatic method fall under the category of IaC, including: AWS CloudFormation Azure Resource Manager Helm Charts Progress Chef Puppet Red Hat Ansible Terraform IaC has altered the process of deploying environments for online services and applications. Rather…

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GraphQL vs gRPC: Which One Creates More Secure APIs?

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GraphQL vs gRPC: Which One Creates More Secure APIs?

Every request goes through the HTTP server to the GraphQL server, which builds context and runs the resolver. However, the business logic should remain separate from the resolvers, as it often changes. In such a situation, the separation allows you to implement the changes with just a few lines of code. There are three points where authentication is implemented in GraphQL: Before the HTTP server: The first point where authentication can be reached is directly…

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