teleren/devto huggingface dataset:
SOC The Digital Watchtower Guarding Against Cyber Threats
Tags: soc, cybersecurity, surveillance
Published: 2024-06-27 23:11:44

## What is SOC?

💻 A Security Operations Center (SOC) is essentially the brain of an organization&#x27;s cybersecurity operations. It&#x27;s a centralized unit, often equipped with state-of-the-art technologies, tasked with monitoring, detecting, responding to, and mitigating security threats in real-time.

## Why Every Organization Needs a SOC

💥 With cyber threats becoming more sophisticated, the need for continuous surveillance has never been greater. A SOC provides 24/7 monitoring, ensuring that threats are detected and neutralized promptly.

## The Lifeline of SOC: People, Process, and Technology

🛡️ A successful SOC is built upon:

- 🔥 **People:** A team of cybersecurity experts who analyze, investigate, and respond to security alerts.
- 🌍 **Process:** Well-defined procedures for every potential scenario, ensuring swift action.
- 💻 **Technology:** Advanced tools and solutions that help in threat detection, analysis, and response.

## Tips to Optimize SOC Operations

- 🔄 Regularly update and train your SOC team on the latest threat intelligence.
- 🔒 Invest in AI-driven analytics to detect anomalies and potential threats.
- 🕵️ Collaborate with other departments for a holistic security approach.
- 📚 Conduct regular drills and simulations to test SOC&#x27;s response efficiency.

## Conclusion

💻 In an era where cyber adversities are a constant, having a dedicated SOC is not a luxury but a necessity. By ensuring real-time threat detection and proactive countermeasures, a SOC stands as a bulwark against cyber threats. Stay protected with a vigilant SOC! 🌐🛡️
Command Line Power-Ups: Boost Your Workflow with Mods and Freeze
Published: 2024-06-27 23:05:53

For developers and tech enthusiasts, the command line is a powerful tool. But did you know there are ways to make it even more efficient and visually appealing? Two of my favorite tools I’ve been using lately are **Mods** and **Freeze**. These tools, brought to you by the innovative team at Charm Bracelet (charm.sh), will revolutionize how you interact with your terminal, automating tasks and creating beautiful code snippets. 

### Mods

Imagine having the capabilities of ChatGPT directly in your command line. That's the power of Mods. This AI-driven tool excels at scripting and automation, allowing you to generate code snippets and streamline repetitive tasks with ease.

Let's say you need a basic Python script to print "Hello World" with user input. With Mods, it's as simple as typing:

```
mods -f "Generate a python hello world app with user input. Only output the code and no other text" -r > test.py
```

This command instructs Mods to generate the code, output it in raw format (without Markdown), and save it to a file named `test.py`.  

Mods is still under development, so you might need to make minor adjustments to the output format. However, its ability to understand natural language commands and generate code is truly impressive. Plus, Mods remembers your conversation history, allowing you to reference previous commands and build upon your work seamlessly. 

### Freeze

Sharing code snippets for documentation, presentations, or blog posts can be cumbersome. Freeze comes to the rescue, enabling you to generate visually stunning code screenshots with just a single command.

To create a beautiful image of your Python script (`test.py`), simply type: 

```
freeze test.py
```

This will generate a PNG image file showcasing your code with elegant syntax highlighting. Freeze also offers a range of customization options:

* **`--window`**: Adds macOS-style window controls for a realistic look. 
* **`--theme`**: Allows you to apply various themes like the popular GitHub dark mode.
* **`--execute`**: Captures the output of terminal commands within the screenshot. 

With Freeze, you can effortlessly create professional-looking code visuals, enhancing your projects and communication.

Mods and Freeze offer developers and tech enthusiasts powerful tools to enhance their productivity and creativity. Whether you're automating tasks, generating scripts, or creating eye-catching code visuals, these tools will streamline your workflow and elevate your projects. Explore these and other innovative command line tools to unlock the full potential of your terminal!

**Links:**

* **Mods:** https://github.com/charmbracelet/mods
* **Freeze:** https://github.com/charmbracelet/freeze

**What are your favorite command line tools? Share them in the comments below!**
One Million Checkboxes
Tags: news, fun, art
Published: 2024-06-27 23:04:32

{% embed https://twitter.com/itseieio/status/1805986839058079896 %}

[https://onemillioncheckboxes.com/](https://onemillioncheckboxes.com/)

Saw this on X — pretty fun.  Reminds me of MillionDollarHomePage and Reddit's "Place"
THE DIFFERENT BETWEEN LIBRARY AND FRAMEWORK AND NOT USING BOTH WITH REAL LIFE  ILLUSTRATIONS
Tags: framework, library, development, illustration
Published: 2024-06-27 23:00:00

THE DIFFERENT BETWEEN LIBRARY AND FRAMEWORK
AND NOT USING BOTH WITH REAL LIFE 
ILLUSTRATIONS


It's sometimes very difficult to differentiate between library and framework on this small article, we are going to explain them both with some real-life illustrations.

First, what is a library?
Libraries are basically pre-programmed modules that can be used to speed up the development process. They typically do one specific thing.

While frameworks are very similar to libraries, they are also pre-programmed, but instead of doing one specific thing, they are used to archive a lot of things at once.

## A real-life illustration is about you deciding to take bread and eggs for a break.

There are many ways to get your breakfast ready; let's illustrate them.

### This is an example of a framework:
You can just go and get the bread and eggs from a grocery store, fry your egg, and toss your bread, and you are ready to go, no stress; it's time-efficient and stress-free.

### This is an example of using libraries:
What about if you want to make the bread on yourself?
First, you need to get flour, butter, an oven, sugar, salt, yeast, milk, and many more.
The sugar, salt, and yeasts have been processed, but you aren't doing it yourself, nor are you making your flow or oven.

But you are not yet done; how long do you think? It's going to take you to make the bread and take your breakfast?

### This is an example of building from scratch:
What about if you want to make the bread and egg on your own?
First, you need to train a chicken to arch the egg, you also need to plant and process casava for the flour and make your own butter and yeast, create or manufacture your own oven, plant and process sugarcane for your sugar, process your own salt, and many more.

How stressful and time-consuming do you think this is?
How many months is it going to take? a lot, right?

This is just the difference between using a framework,
library and building from scratch, respectively.

Framework: take minimal time to archive your goals, which included a lot of different other libraries.

Making bread with all the important ingredients is a lot; this is like building from scratch.

### An example of building it yourself:
is using CSS, JavaScript, or PHP on your website.


### Examples of libraries:
is using Tailwind and jQuery on your website.

### An example of a framework:
using Bootstrap, Angular, and Laravel on your website

I hope you get the real message from this article.

Thanks for reading through!
REDTEAM Embracing Adversarial Tactics for Ironclad Security
Tags: redteam, cybersecurity, adversarialtesting
Published: 2024-06-27 22:51:14

## What is REDTEAM?

💻 REDTEAMing involves a group of ethical hackers who adopt an adversarial approach to challenge an organization&#x27;s cybersecurity measures. They simulate realistic cyberattacks without the constraints of a typical PenTest.

## The Need for REDTEAM Assessments

💥 While traditional security assessments focus on known vulnerabilities, REDTEAMing looks at the bigger picture:

- 🔥 **Holistic Testing:** Beyond just technical vulnerabilities, it evaluates human, physical, and procedural weaknesses.
- 🌍 **Real-world Scenarios:** Simulates tactics, techniques, and procedures used by actual adversaries.
- 💻 **Objective Evaluation:** Offers an unbiased view of an organization&#x27;s security posture.

## The REDTEAM Process

🛡️ A typical REDTEAM exercise involves:

- 🔄 **Planning:** Define the scope, objectives, and rules of engagement.
- 🔒 **Reconnaissance:** Gather intelligence about the target.
- 🕵️ **Attack Simulation:** Launch multi-faceted attacks to achieve defined objectives.
- 📚 **Debrief:** Share findings, insights, and recommendations with the organization.

## Conclusion

💻 REDTEAM assessments are an essential component of a comprehensive cybersecurity strategy. By simulating potential external threats and intrusion tactics, organizations can gain a deeper understanding of their security landscape and fortify it accordingly. Stay steps ahead with REDTEAMing! 🎯🚫
Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne
Tags: computervision, ai, machinelearning, datascience
Published: 2024-06-27 22:49:26

Datasets and Models are the two pillars of modern machine learning, but connecting the two can be cumbersome and time-consuming. In this lightning talk, you will learn how the seamless integration between Hugging Face and FiftyOne simplifies this complexity, enabling more effective data-model co-development. By the end of the talk, you will be able to download and visualize datasets from the Hugging Face hub with FiftyOne, apply state-of-the-art transformer models directly to your data, and effortlessly share your datasets with others.

**About the Speaker**

[Jacob Marks, PhD](https://www.linkedin.com/in/jacob-marks/) is a Machine Learning Engineer and Developer Evangelist at Voxel51, where he leads open source efforts in vector search, semantic search, and generative AI for the FiftyOne data-centric AI toolkit. Prior to joining Voxel51, Jacob worked at Google X, Samsung Research, and Wolfram Research.

Not a Meetup member? Sign up to attend the next event:

https://voxel51.com/computer-vision-ai-meetups/

Recorded on June 27, 2024 at the AI, Machine Learning and Computer Vision Meetup.
I created a blackjack terminal program
Published: 2024-06-27 22:48:10

Hello, 

I am currently studying using codecademy to learn more about coding with the hopes that in the future I will be able to change my career over to software development. I made this game as part of my course, if anyone could offer any pointers on where I could have done better, please feel free to let me know! I know the logic isn't 100% accurate, as it doesn't include aces, however I don't think I'm at the level I need to be at to implement that logic.

Thank you for reading :)

```
import random

def draw_card():  
    return random.randint(1,10)


def start_game():
    dealer_hand = [draw_card()]
    player_hand = [draw_card(), draw_card()]
    print("Welcome to blackjack!")
    print("Dealer has {d}\nPlayer has {p}".format(d = sum(dealer_hand), p = sum(player_hand)))
    #player turn
    while True:
        act = input("Hit or stand on {p}? ".format(p = sum(player_hand))).lower()
        if act == "hit":
            player_hand.append(draw_card())
            print("Player draws a {new}. Player hand: {p}".format(new = player_hand[-1], p = sum(player_hand)))
            total = sum(player_hand)
            if total > 21:
                print("Player busts on {p}! Dealer wins!".format(p = sum(player_hand)))
                return
            elif total == 21:
                print("21!")
                break
        elif act == "stand":
            print("Player stands on {p}".format(p = sum(player_hand)))
            break
        else:
            act = input("Please type \"Hit\" or \"Stand\"")
    #dealer turn
    print("Dealer has {d}".format(d = sum(dealer_hand)))
    while sum(dealer_hand) < 17:
        dealer_hand.append(draw_card())
        print("Dealer draws a {new}\nDealer has {d}".format(new = dealer_hand[-1], d = sum(dealer_hand)))
    print("Player has {p}, dealer has {d}".format(p = sum(player_hand), d = sum(dealer_hand)))
    if sum(dealer_hand) > 21:
        print("Dealer busts! You win!")
    elif sum(dealer_hand) == sum(player_hand):
        print("Its a tie!")
    elif sum(dealer_hand) > sum(player_hand):
        print("Dealer wins.")
    elif sum(player_hand) > sum(dealer_hand):
        print("You win!")

    

game_over = False
while not game_over:
    start_game()
    answer = input("Play again?(y/n) ")
    game_over = answer[0] == "n"

```
PenTesting The Art of Simulating Cyberattacks for Stronger Defenses
Tags: pentesting, cybersecurity, breachsimulation
Published: 2024-06-27 22:40:59

## What is PenTesting?

💻 Penetration Testing, often referred to as PenTesting, involves simulating cyberattacks on systems, networks, or applications to identify vulnerabilities that real attackers could exploit.

## The Significance of PenTesting

💥 In a world rife with cyber threats, understanding your vulnerabilities is the first step to fortifying defenses:

- 🔥 **Proactive Security:** Identify and fix vulnerabilities before attackers exploit them.
- 🌍 **Regulatory Compliance:** Many industries mandate regular PenTesting to meet compliance standards.
- 💻 **Trust &amp; Reputation:** Assure stakeholders of your commitment to cybersecurity.

## The PenTesting Process

🛡️ A typical PenTesting exercise involves:

- 🔄 **Planning:** Define the scope of the test and the methods to be employed.
- 🔒 **Reconnaissance:** Gather information about the target to identify potential vulnerabilities.
- 🕵️ **Exploitation:** Attempt to breach the system using identified vulnerabilities.
- 📚 **Reporting:** Document findings, implications, and recommend remediation measures.

## Conclusion

💻 PenTesting is a vital tool in the cybersecurity toolkit. By mimicking real-world attack scenarios, organizations can gain invaluable insights into their security posture and take corrective action. Strengthen your defenses with regular PenTesting! 🎯🔒
ICAM Cutting-Edge Identity Management for Optimal Security
Tags: icam, identitymanagement, cybersecurity
Published: 2024-06-27 22:30:45

## What is ICAM?

💻 ICAM stands for Identity, Credential, and Access Management. It is a holistic approach to managing digital identities, ensuring that only authorized individuals can access certain resources. This involves verifying an individual&#x27;s identity, granting the right credentials, and managing their access to various systems and resources.

## Why is ICAM Important?

💥 With the proliferation of digital resources, ensuring the right people have access to the right resources at the right time has become crucial. ICAM not only fortifies security by preventing unauthorized access but also streamlines operations by ensuring users don&#x27;t face unnecessary access barriers.

## Key Components of ICAM

🛡️ ICAM is a comprehensive approach, and its efficiency is rooted in its multiple components:

- 🔥 **Identity Management:** This involves creating, maintaining, and deleting user identities in a system.
- 🌍 **Credential Management:** Once an identity is verified, credentials (like passwords, tokens, or biometrics) are assigned.
- 💻 **Access Management:** This governs what resources a verified identity can access.

## Maximizing Security with ICAM

To leverage ICAM for optimal security, consider the following tips:

- 🔄 Regularly update and review user identities.
- 🔒 Implement multi-factor authentication for added security.
- 🕵️ Monitor access logs to detect any unusual activity.
- 📚 Educate employees and users about the importance of secure credentials.

## Conclusion

💻 As cyber threats continue to evolve, adopting robust strategies like ICAM becomes imperative. By ensuring rigorous identity verification and real-time monitoring, organizations can fortify their security posture while also providing users with a seamless experience. Stay a step ahead with ICAM! 🛡️
Mastering Color Palettes in UI/UX Design: Seeking Guidance from Experts
Tags: ui, uidesign, ux, uxdesign
Published: 2024-06-27 22:30:04

👋 Hello, Dev Community!



I'm Prince Chouhan, exploring the depths of UI/UX design. Today, let's delve into the essential topic of Color Palette!



🗓️ Day 9 Topic: Color Palette in Design



📚 Today's Learning Highlights:



Concept Overview:

A color palette is a foundational set of colors used in design projects, categorized into primary, secondary, accent, semantic, and neutral colors.



Importance of Color in Design:

- Essential for design aesthetics and user experience.

- Crucial for complementing layout and typography.

- Enhances visual appeal and user engagement.



Challenges for Designers:

- Choosing and applying colors can be daunting, especially for junior designers.

- Overcoming color selection challenges is a common learning curve.



Impact of a Well-Prepared Color Palette:

- Shapes the overall look and feel of digital products.

- Enhances visual harmony and usability.



Learning to Create a Color Palette:

- Understanding color theory is fundamental.

- Mastery involves dedicated practice in creating harmonious color combinations.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/tqzxhttfeuvckiw9okd6.png)



🔍 Takeaway:

A well-designed color palette is essential for effective and appealing design. Mastering color use is key for every designer's toolkit.



🚀 Future Learning Goals:

Next, I aim to deepen my understanding of applying color psychology in UI/UX design to further enhance user interactions.



📢 Community Engagement:

If you're in the UI/UX field or a seasoned professional, I would greatly appreciate your guidance! Your insights on effective color palette creation would be invaluable to my learning journey.



💬 Message to UI/UX Professionals:

If you're reading this and are in the UI/UX field, your expertise can make a significant impact on my growth. Please consider sharing your strategies and tips for mastering color palettes in design!



Thank you for joining me on this journey through UI/UX design!



#UIUXDesign #ColorPalette #DesignFundamentals #UserExperience #PrinceChouhan
ISO/IEC 27001: 2022 Lead Implementer Training
Published: 2024-06-27 22:15:02

This five-day [ISO IEC 27001 Lead Implementer training](https://www.microteklearning.com/iso-iec-27001-lead-implementer-training/) allows individuals to gain knowledge essential to assist an organization in effectively planning, implementing, managing, monitoring, and maintaining an Information Security Management System (ISMS).
Computer Vision Meetup: Improved Visual Grounding through Self-Consistent Explanations
Tags: computervision, ai, machinelearning, datascience
Published: 2024-06-27 22:03:07

Vision-and-language models that are trained to associate images with text have shown to be effective for many tasks, including object detection and image segmentation. In this talk, we will discuss how to enhance vision-and-language models’ ability to localize objects in images by fine-tuning them for self-consistent visual explanations. We propose a method that augments text-image datasets with paraphrases using a large language model and employs SelfEQ, a weakly-supervised strategy that promotes self-consistency in visual explanation maps. This approach broadens the model’s working vocabulary and improves object localization accuracy, as demonstrated by performance gains on competitive benchmarks.

**About the Speakers**

[Dr. Paola Cascante-Bonilla](https://www.linkedin.com/in/paola-cascante/) received her Ph.D. in Computer Science at Rice University in 2024, advised by Professor Vicente Ordóñez Román, working on Computer Vision, Natural Language Processing, and Machine Learning. She received a Master of Computer Science at the University of Virginia and a B.S. in Engineering at the Tecnológico de Costa Rica. Paola will join Stony Brook University (SUNY) as an Assistant Professor in the Department of Computer Science.

[Ruozhen (Catherine) He](https://www.linkedin.com/in/ruozhen-he-906666236/) is a first-year Computer Science PhD student at Rice University, advised by Prof. Vicente Ordóñez, focusing on efficient algorithms in computer vision with less or multimodal supervision. She aims to leverage insights from neuroscience and cognitive psychology to develop interpretable algorithms that achieve human-level intelligence across versatile tasks.

Not a Meetup member? Sign up to attend the next event:

https://voxel51.com/computer-vision-ai-meetups/

Recorded on June 27, 2024 at the AI, Machine Learning and Computer Vision Meetup.
Mobile App Development (React Native Expo)
Published: 2024-06-27 14:49:00

Hi guys, I recently Joined an internship @HNG (https://hng.tech/internship)
and the first task was to write an article on myself and what I know about Mobile app software development. 

So I just want to share my experience in the few Months have been in Mobile Apps.

**Short Story: Who's Paul Boluwatife **
I'm Paul I'm a Frontend Developer who loves building software products, I started my Journey in software Development in my first year in the university back in 2021,and over the 3 years now and counting I have been resilient on continually improving in myself. 

**Mobile Apps with Expo React Native**

From the Beginning of this year around January I started learning React Native because I took my time to learn React Js and I built projects with it you can check my portfolio here:(https://ayeni-paul-boluwatife.netlify.app/)
So I started with a tutorial with 82 videos on YouTube by Code evolution, 
it took me approximately two weeks to finish it working day and night at home because I was on semester break. 

And then I picked up projects along the way to learn React native better, and how mobile apps are been built and I enjoyed the time I spent working and building the apps, it could be tiring at times but I took resting very important. 
so in the Few months in React Native there has been a whole lot of updates in Expo and it has really been something I love keeping me up to date with latest trend. 

So I think I would pause here and continue later....

Thank you very much guyss!!! ❤️❤️

You could follow me on my socials :

LinkedIn: (https://www.linkedin.com/in/ayeni-paul-4b708b1a9)

Twitter(X): (https://x.com/PaulBolu15?s=09)

Website :(https://ayeni-paul-boluwatife.netlify.app/)
Day 980 : From Here
Tags: hiphop, code, coding, lifelongdev
Published: 2024-06-27 21:46:07

_liner notes_:
- Professional : Had a couple of meetings to start the day. Got the sample application I made cleaned up and uploaded to the repo. Got a tech review of the blog post I wrote and did some more editing. Going to submit it for content review tomorrow so they can take it from here.

- Personal : Last night, got some stuff done. Figured out what projects in Bandcamp I wanted to purchase this week. I set up a list in a doc so that I could create the social media posts later. Went through tracks for the radio show. Did more research of some technology that I'm looking to utilize in future projects. Looked into some properties.

![This is a picture of the Erg Chebbi sand dunes in Souss-Massa-Drâa, Morocco. The dunes are a popular tourist destination and offer a variety of activities, including hiking, sandboarding, and camel trekking. The orange dunes are located in the Sahara Desert and are surrounded by a vast expanse of sand. The night sky is clear and there are stars shining brightly.﻿﻿](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nntfvezt0w7nyv0c1tyl.jpg)

Going to buy the projects on Bandcamp and set up the social media posts to post tomorrow. I need to design the front end for a side project that I created, but never really finished the user facing stuff. Found out that the "Suicide Squad" anime came out today. Maybe I'll watch that. I still haven't even finish watching "X-Men 97", and "Demon Slayer". There's also a new episode of "The Boys". We'll see how far I get with my list of todos.

Have a great night!

peace piece
Dwane / conshus
https://dwane.io / https://HIPHOPandCODE.com
{% youtube u7jrNCB0DPY %}