Cybersecurity Resources
This blog is designed to provide you with training and educational resources for cybersecurity and tech. Below is not an exhaustive list but a general list that I have found useful in my personal tech journey.
If you have recommendations for the list, please reach out.
Interested to learning about AI and don’t know where to start? Below is a curated list of various different AI frameworks and resources for your study needs.
1️⃣ AI RMF (Risk Management Framework) by NIST: Want to navigate the risks associated with AI? Check out NIST’s comprehensive framework at https://lnkd.in/etgnNX9h. It’s your go-to guide for managing AI-related risks effectively!
2️⃣ ISO/IEC JTC 1/SC 42: ISO brings you a wealth of standards for AI. Explore their offerings and stay in sync with the global advancements in AI technology. Find out more at https://lnkd.in/eS2_HTHf.
3️⃣ IEEE Ethically Aligned Design: Ethics is paramount when it comes to AI. Get acquainted with IEEE’s Ethically Aligned Design principles to ensure responsible and ethical AI development. Dive into the details at https://lnkd.in/eMrCC6dr.
4️⃣ Ethics Guidelines for Trustworthy AI (European Commission): The European Commission lays down guidelines for building trustworthy AI systems. Discover their comprehensive framework for ethical AI development at https://lnkd.in/eYKp8vEm.
5️⃣ Partnership on AI’s Tenets: The Partnership on AI brings together leading organizations to foster responsible and human-centric AI development. Explore their inclusive principles at https://lnkd.in/exUT22hs and be part of this collaborative effort!
6️⃣ Singapore model AI Governance Framework: Singapore leads the way in AI governance with their model framework. Get insights into their approach for responsible and sustainable AI deployment at https://lnkd.in/eg_vrjPa.
7️⃣ ForHumanity: This nonprofit organization focuses on independent audits of AI systems. Check out their AI Audit certification and various frameworks at https://lnkd.in/eJry8Rdi. It’s all about ensuring transparency and accountability in AI!
I compiled a list of FREE, open-source tools for identifying bias and fairness in AI systems; see the list below. 👇
👉Google’s What-If Tool: For comprehensive model analysis: https://lnkd.in/e8V_bx2C
👉ML Fairness Gym: To assess fairness in machine learning: https://lnkd.in/eHd6fzY4
👉IBM’s AI 360 Fairness: A comprehensive fairness toolkit: https://lnkd.in/e-9KHUhh
👉Aequitas: For bias and fairness audits: https://lnkd.in/eYfn3eDF
👉Airlearn: Help Data Scientists Improve Fairness in AI: https://fairlearn.org/
Udacity, is known for its impactful Nanodegree programs. They offer nearly 200 free courses.
Here’s a quick look at 10 most popular ones:👇👇👇
📌**AWS Machine Learning Foundations** — Dive into ML algorithms and AWS AI tools in this 2-month beginner course.
📌**Intro to Python Programming** — A 5-week course perfect for coding newbies to master Python basics.
📌**Developing Android Apps with Kotlin** — Designed by Google, this intermediate course takes 2 months to turn you into an Android developer.
📌**Intro to Data Structures and Algorithms** — Learn vital Python data structures and algorithms in about a month.
📌**Intro to Machine Learning** — A comprehensive 10-week course covering everything from data collection to ML algorithms.
📌**Intro to TensorFlow for Deep Learning** — Offered by TensorFlow, this course equips intermediate developers with deep learning skills in 2 months.
📌**Version Control with Git** — Master essential Git skills in just four weeks, perfect for any coding professional.
📌**Kotlin Bootcamp for Programmers** — A fast-paced 2-week course to get you up to speed with Kotlin.
📌**Android Basics: User Interface** — Ideal for frontend mobile developers, complete this course in two weeks.
📌**Intro to Deep Learning with PyTorch** — Created by Facebook AI, learn to create neural networks using PyTorch in 2 months.
🌟 link to all these courses: https://lnkd.in/d6J8cG3F
Red Team Training for all those Ethical Hackers out there — Data shared initially by Dorota Kozlowska and resharing here.
Windows Boxes:
Easy:
- Blue — https://app.hackthebox.com/machines/Blue
- Devel — https://app.hackthebox.com/machines/Devel
- Granny — https://app.hackthebox.com/machines/granny
- Arctic — https://app.hackthebox.com/machines/arctic
- Grandpa — https://app.hackthebox.com/machines/grandpa
- Bounty — https://app.hackthebox.com/machines/bounty
- Jerry — https://app.hackthebox.com/machines/jerry
- Forest — https://app.hackthebox.com/machines/forest
- Bastion — https://app.hackthebox.com/machines/bastion
- Buff — https://app.hackthebox.com/machines/buff
- Servmon — https://app.hackthebox.com/machines/servmon
- Active — https://app.hackthebox.com/machines/active
- Remote — https://app.hackthebox.com/machines/remote
- Omni — https://app.hackthebox.com/machines/omni
Medium:
- Bastard — https://app.hackthebox.com/machines/bastard
- Silo — https://app.hackthebox.com/machines/silo
- Chatterbox — https://app.hackthebox.com/machines/chatterbox
- Conceal — https://app.hackthebox.com/machines/conceal
- Fuse — https://app.hackthebox.com/machines/fuse
- Worker — https://app.hackthebox.com/machines/worker
Insane:
- BankRobber — https://app.hackthebox.com/machines/bankrobber
Linux Boxes:
Easy:
- Lame — https://app.hackthebox.com/machines/lame
- Shocker — https://app.hackthebox.com/machines/shocker
- Bashed — https://app.hackthebox.com/machines/bashed
- Nibbles — https://app.hackthebox.com/machines/nibbles
- Beep — https://app.hackthebox.com/machines/beep
- Sense — https://app.hackthebox.com/machines/sense
- Irked — https://app.hackthebox.com/machines/irked
- Friendzone — https://app.hackthebox.com/machines/friendzone
- Swagshop — https://app.hackthebox.com/machines/swagshop
- Networked — https://app.hackthebox.com/machines/networked
- Mirai — https://app.hackthebox.com/machines/mirai
- Blocky — https://app.hackthebox.com/machines/blocky
- Frolic — https://app.hackthebox.com/machines/frolic
- Postman — https://app.hackthebox.com/machines/postman
- Traverxec — https://app.hackthebox.com/machines/traverxec
- OpenAdmin — https://app.hackthebox.com/machines/openadmin
- Admirer — https://app.hackthebox.com/machines/admirer
- Tabby — https://app.hackthebox.com/machines/tabby
- Doctor — https://app.hackthebox.com/machines/doctor
- Luanne — https://app.hackthebox.com/machines/luanne
- Delivery — https://app.hackthebox.com/machines/delivery
Medium:
- Cronos — https://app.hackthebox.com/machines/cronos
- Nineveh — https://app.hackthebox.com/machines/nineveh
- SolidState — https://app.hackthebox.com/machines/solidstate
- Node — https://app.hackthebox.com/machines/node
Free coding courses 👇👇👇
Here are five platforms that offer high-quality coding education for free:
1️⃣ Codecademy: An interactive platform that offers hands-on experience and has a clear and easy-to-understand approach.
2️⃣ Khan Academy: Known for its wide range of topics, Khan Academy also offers comprehensive coding lessons for beginners.
3️⃣ FreeCodeCamp: This non-profit organization provides an interactive learning platform with projects and challenges that mimic real-world scenarios.
4️⃣ MIT OpenCourseWare: Offers access to course materials from MIT classes, including several on computer science and programming.
5️⃣ edX: Hosts free computer science courses from prestigious institutions like Harvard and MIT.
Here are 5️⃣ noteworthy free cybersecurity conferences and training programs: 👇👇👇
1️⃣ SANS Cyber Aces: Offers free cybersecurity training courses covering fundamental areas of cyber.
2️⃣ DEF CON: One of the world’s largest annual hacker conventions. Most content is made available for free after the conference.
3️⃣ Cybrary: Provides a wide range of free courses on various cybersecurity topics.
4️⃣ ISC² Security Congress: Offers a selection of free on-demand webinars.
5️⃣ OWASP AppSec Days Training Events: Provides free training on application security.
Here are 5️⃣ great free GRC resources:👇👇👇
1️⃣ OCEG: A nonprofit that helps organizations integrate GRC, offering free webinars, illustrations, and more.
2️⃣ COSO: Provides its Internal Control — Integrated Framework for free viewing on its website.
3️⃣ NIST: Offers free access to its Risk Management Framework (RMF).
4️⃣ ISACA: Provides a range of free resources, including research and white papers on GRC topics.
5️⃣ CCH Tagetik: Offers free webinars and white papers on various GRC topics.
Here are 5️⃣ excellent resources for free cybersecurity training:👇👇👇
1️⃣ Cybrary: An online community offering a wide range of courses on various cybersecurity topics.
2️⃣ Open Security Training: Open source platform that offers classes on topics like intro to x86, and intermediate x86.
3️⃣ MIT OpenCourseWare: The computer science department offers courses like Introduction to Computer Science and Programming.
4️⃣ Coursera: Many universities offer free MOOCs on cybersecurity, though there may be a fee if you want a certificate.
5️⃣ EDX: Similar to Coursera, offers free cybersecurity courses provided by top institutions.