As someone passionate about Machine Learning and its real-world applications, I recently began reading Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron. My aim is to delve deeper into Machine Learning, expand into ...
요새 파인튜닝에 관심이 많은 개발자들이 많은데 실제로 자료는 넘치나 어떻게 시작해야할지 모르시는 분들이 조금은 있는 거 같아 실습 위주로 일단 해보는 아티클을 작성해보았습니다. 가장 쉽게할수 있는 방법인 파이썬과 Sentence Transformer 를 활용하여 문장 임베딩 모델을 특정 작업에 맞게 미세조정(fine-tuning)하는 방법에 대해 자세히 알아보겠습니다. 특히 문장 간의 "유사도"를 모델이 더 잘 이해하도록 학습시키는 과정을 핸즈...
What AI can do, cannot do and how to leverage it if you are Junior, Senior or a Tech Lead
Introduction In the realm of cloud computing, security vulnerabilities are a persistent concern. During the execution of the Server Security Management (SSM) project, I uncovered a critical security flaw in server access management that warranted imm...
Lab Scenario: Our objective is to understand and exploit a web application's broken brute-force protection, where the login credentials are submitted in JSON format. By manipulating the request to submit multiple credentials, we aim to bypass the pro...
Lab Scenario: Our mission is to exploit XXE through a web application's "Check stock" feature, ultimately performing SSRF attacks to access sensitive information from a metadata endpoint. By intercepting and manipulating a POST request, we intend to ...
What is Azure CLI? Azure CLI is a command-line interface that allows you to manage Azure resources and tasks, such as creating, updating, or deleting resources. It provides a way to interact with Azure services through commands, offering the same cap...
Introduction In this project, we'll automate the deployment of a highly available web application infrastructure on AWS using Terraform. The infrastructure includes a Virtual Private Cloud (VPC) with public and private subnets, EC2 instances deployed...
Lab Scenario: Our mission is to explore and exploit a simulated web application's vulnerability to HTTP request smuggling. We'll use the TE.CL technique to manipulate the transfer encoding and content length, revealing potential security weaknesses. ...
Aims to create a VM and install + run nginx server on G-cloud 3rd step from a series that focuses on understanding G-cloud. *******************************************************************************Google Cloud offers a variety of compute servic...
