This document discusses building an image classification model using Amazon SageMaker and deploying it via an API Gateway and Lambda function. Key steps include:
1. Developing a Python Lambda function to preprocess images from API requests and call a SageMaker endpoint for predictions.
2. Creating an IAM role for the Lambda function to access SageMaker.
3. Building and deploying the SageMaker model.
4. Configuring API Gateway to invoke the Lambda function via a REST API, with the Lambda function returning classification results.
This allows building and deploying a machine learning model on SageMaker and serving predictions through a serverless API for image classification.
2019/10/16
初心者向け颁罢贵の奥别产分野の强化法
CTFのweb分野を勉強しているものの本番でなかなか解けないと悩んでいないでしょうか?そんな悩みを持った方を対象に、私の経験からweb分野の強化法を解説します。
How to strengthen the CTF Web field for beginners !!
Although you are studying the CTF web field, are you worried that you can't solve it in production?
For those who have such problems, I will explain how to strengthen the web field based on my experience.
(study group) https://yahoo-osaka.connpass.com/event/149524/
This document discusses building an image classification model using Amazon SageMaker and deploying it via an API Gateway and Lambda function. Key steps include:
1. Developing a Python Lambda function to preprocess images from API requests and call a SageMaker endpoint for predictions.
2. Creating an IAM role for the Lambda function to access SageMaker.
3. Building and deploying the SageMaker model.
4. Configuring API Gateway to invoke the Lambda function via a REST API, with the Lambda function returning classification results.
This allows building and deploying a machine learning model on SageMaker and serving predictions through a serverless API for image classification.
2019/10/16
初心者向け颁罢贵の奥别产分野の强化法
CTFのweb分野を勉強しているものの本番でなかなか解けないと悩んでいないでしょうか?そんな悩みを持った方を対象に、私の経験からweb分野の強化法を解説します。
How to strengthen the CTF Web field for beginners !!
Although you are studying the CTF web field, are you worried that you can't solve it in production?
For those who have such problems, I will explain how to strengthen the web field based on my experience.
(study group) https://yahoo-osaka.connpass.com/event/149524/
July Tech Festa 2015にて登壇した際の資料です。
なお後日、小河さんがOpen VASのCLI操作の解説について以下のスライドを追加投稿してくれました!
「フリーでできるセキュリティチェック OpenVAS CLI編」
http://www.slideshare.net/abend_cve_9999_0001/openvas-cli-51048313
IoT Devices Compliant with JC-STAR Using Linux as a Container OSTomohiro Saneyoshi
?
Security requirements for IoT devices are becoming more defined, as seen with the EU Cyber Resilience Act and Japan’s JC-STAR.
It's common for IoT devices to run Linux as their operating system. However, adopting general-purpose Linux distributions like Ubuntu or Debian, or Yocto-based Linux, presents certain difficulties. This article outlines those difficulties.
It also, it highlights the security benefits of using a Linux-based container OS and explains how to adopt it with JC-STAR, using the "Armadillo Base OS" as an example.
Feb.25.2025@JAWS-UG IoT