๐ก๏ธ Cybersecurity Fundamentals Learning Module#
๐ What Is Cybersecurity?#
Cybersecurity is the practice of protecting systems, networks, and data from digital attacks, unauthorized access, and damage. It ensures:
๐ Confidentiality: Only authorized users can access data.
๐งฉ Integrity: Data remains accurate and unaltered.
๐ถ Availability: Systems and data are accessible when needed.
Cybersecurity spans personal devices, enterprise systems, cloud platforms, and critical infrastructure.
๐งฑ Core Components of Cybersecurity#
Component |
Description |
---|---|
Network Security |
Protects data during transmission across networks using firewalls, VPNs, IDS |
Application Security |
Secures software from vulnerabilities like SQL injection or XSS |
Information Security |
Safeguards sensitive data using encryption, access control, and DLP |
Operational Security |
Manages policies, user behavior, and physical security |
Endpoint Security |
Protects devices like laptops, phones, and IoT nodes |
Cloud Security |
Secures cloud-hosted data and services (e.g., AWS, Azure) |
Identity & Access Management (IAM) |
Controls user access and authentication |
Incident Response |
Detects, contains, and recovers from cyberattacks |
๐ Common Cybersecurity Algorithms#
Algorithm |
Type |
Purpose |
---|---|---|
AES |
Symmetric |
Fast, secure encryption for data at rest |
RSA |
Asymmetric |
Public/private key encryption for secure exchange |
SHA-256 |
Hashing |
Generates fixed-length hash for integrity |
Diffie-Hellman |
Key Exchange |
Securely shares keys over public channels |
Elliptic Curve Cryptography (ECC) |
Asymmetric |
Efficient encryption with smaller keys |
bcrypt / scrypt / Argon2 |
Hashing |
Password hashing with resistance to brute-force |
๐ Cybersecurity Lifecycle Steps#
Stage |
Description |
---|---|
Identify |
Catalog assets, assess risks, and define policies |
Protect |
Implement safeguards (firewalls, access control, training) |
Detect |
Monitor systems for breaches and anomalies |
Respond |
Contain and mitigate the impact of incidents |
Recover |
Restore systems and update defenses post-incident |
๐จโ๐ผ Cybersecurity Roles & Responsibilities#
Role |
Key Responsibilities |
---|---|
Security Analyst |
Monitor threats, analyze logs, respond to incidents |
Security Engineer |
Design and implement secure systems and firewalls |
Penetration Tester |
Simulate attacks to find vulnerabilities |
Security Consultant |
Advise organizations on improving security posture |
IAM Specialist |
Manage user identities and access controls |
Forensics Analyst |
Investigate breaches and recover digital evidence |
Security Manager |
Oversee teams, policies, and compliance |
๐ง Skills Needed for Cybersecurity Success#
Skill Area |
Description |
---|---|
Networking & OS |
Deep understanding of TCP/IP, Linux, Windows, and system internals |
Scripting & Automation |
Python, Bash, PowerShell for automating tasks and analysis |
Intrusion Detection |
Use of SIEM, IDS/IPS tools to monitor and detect threats |
Risk Management |
Assess vulnerabilities and prioritize mitigation strategies |
Cloud Security |
Secure AWS, Azure, GCP environments and APIs |
Cryptography |
Understand encryption, hashing, and secure key management |
Incident Response |
Contain, analyze, and recover from security breaches |
Soft Skills |
Communication, problem-solving, adaptability |
Would you like this scaffolded into an interactive notebook with dropdowns, quizzes, or live code modules for encryption and intrusion detection?
#pip install pycryptodome
## algorithm Explorer
# ๐ฆ Required Libraries
from Crypto.Cipher import AES, PKCS1_OAEP
from Crypto.PublicKey import RSA
from Crypto.Random import get_random_bytes
import hashlib
import bcrypt
import os
from cryptography.hazmat.primitives.kdf.scrypt import Scrypt
from argon2 import PasswordHasher
import ipywidgets as widgets
from IPython.display import display, clear_output, Markdown
# ๐ง Algorithm Metadata
metadata = {
"AES (Symmetric Encryption)": {
"input": "Plaintext message",
"output": "Encrypted ciphertext using a random 128-bit key",
"interpretation": "Used for fast, secure data transmission"
},
"RSA (Asymmetric Encryption)": {
"input": "Plaintext message",
"output": "Encrypted data using public key",
"interpretation": "Ideal for secure key exchange"
},
"SHA-256 (Hashing)": {
"input": "Password or message",
"output": "Fixed-length 256-bit hash",
"interpretation": "Used for verifying data integrity"
},
"Diffie-Hellman (Key Exchange)": {
"input": "Private keys and public parameters",
"output": "Shared secret",
"interpretation": "Secure key exchange over insecure channels"
},
"ECC (Elliptic Curve Cryptography)": {
"input": "Conceptual only",
"output": "Explanation",
"interpretation": "Strong security with smaller key sizes"
},
"bcrypt (Password Hashing)": {
"input": "Password",
"output": "Hashed password with salt",
"interpretation": "Secure password storage"
},
"scrypt (Password Hashing)": {
"input": "Password",
"output": "Derived key",
"interpretation": "Memory-hard password hashing"
},
"Argon2 (Password Hashing)": {
"input": "Password",
"output": "Hashed password",
"interpretation": "Highly secure and configurable"
}
}
# ๐งช Algorithm Demos with Custom Input
def aes_demo(message):
key = get_random_bytes(16)
cipher = AES.new(key, AES.MODE_EAX)
ciphertext, tag = cipher.encrypt_and_digest(message.encode())
return ciphertext
def rsa_demo(message):
key = RSA.generate(2048)
cipher = PKCS1_OAEP.new(key)
encrypted = cipher.encrypt(message.encode())
return encrypted
def sha_demo(message):
hash_obj = hashlib.sha256(message.encode())
return hash_obj.hexdigest()
def diffie_hellman_demo(_):
p, g, a, b = 23, 5, 6, 15
A = pow(g, a, p)
B = pow(g, b, p)
shared_secret = pow(B, a, p)
return shared_secret
def ecc_demo(_):
return "ECC typically uses curves like secp256k1 for secure key exchange and signatures."
def bcrypt_demo(message):
hashed = bcrypt.hashpw(message.encode(), bcrypt.gensalt())
return hashed
def scrypt_demo(message):
salt = os.urandom(16)
kdf = Scrypt(salt=salt, length=32, n=2**14, r=8, p=1)
key = kdf.derive(message.encode())
return key
def argon2_demo(message):
ph = PasswordHasher()
hash = ph.hash(message)
return hash
### ๐ง Interactive Widgets
algorithms = {
"AES (Symmetric Encryption)": aes_demo,
"RSA (Asymmetric Encryption)": rsa_demo,
"SHA-256 (Hashing)": sha_demo,
"Diffie-Hellman (Key Exchange)": diffie_hellman_demo,
"ECC (Elliptic Curve Cryptography)": ecc_demo,
"bcrypt (Password Hashing)": bcrypt_demo,
"scrypt (Password Hashing)": scrypt_demo,
"Argon2 (Password Hashing)": argon2_demo
}
dropdown = widgets.Dropdown(
options=list(algorithms.keys()),
description="๐ Select Algorithm:",
style={'description_width': 'initial'},
layout=widgets.Layout(width='600px')
)
text_input = widgets.Text(
value='HelloWorld123',
description='๐ฅ Input:',
style={'description_width': 'initial'},
layout=widgets.Layout(width='600px')
)
output = widgets.Output()
def run_demo(change=None):
output.clear_output()
algo_name = dropdown.value
demo_func = algorithms[algo_name]
user_input = text_input.value
with output:
display(Markdown(f"### ๐ Description\n{metadata[algo_name]['interpretation']}"))
display(Markdown(f"**๐ฅ Input:** {user_input}"))
result = demo_func(user_input)
display(Markdown(f"**๐ค Output:**\n```\n{result}\n```"))
display(Markdown(f"**๐ Interpretation:** {metadata[algo_name]['interpretation']}"))
dropdown.observe(run_demo, names='value')
text_input.observe(run_demo, names='value')
display(dropdown, text_input, output)
import pandas as pd
comparison_data = {
"Algorithm": ["AES", "RSA", "SHA-256", "Diffie-Hellman", "ECC", "bcrypt", "scrypt", "Argon2"],
"Type": ["Symmetric", "Asymmetric", "Hash", "Key Exchange", "Asymmetric", "Hash", "Hash", "Hash"],
"Speed": ["Fast", "Slower", "Fast", "Medium", "Fast", "Slow", "Slow", "Slow"],
"Security": ["Strong", "Strong", "Strong", "Strong", "Very Strong", "Strong", "Very Strong", "Very Strong"],
"Use Case": ["Data encryption", "Key exchange", "Integrity", "Secure key sharing", "Secure exchange/signature", "Password storage", "Password storage", "Password storage"]
}
df = pd.DataFrame(comparison_data)
display(df)
Algorithm | Type | Speed | Security | Use Case | |
---|---|---|---|---|---|
0 | AES | Symmetric | Fast | Strong | Data encryption |
1 | RSA | Asymmetric | Slower | Strong | Key exchange |
2 | SHA-256 | Hash | Fast | Strong | Integrity |
3 | Diffie-Hellman | Key Exchange | Medium | Strong | Secure key sharing |
4 | ECC | Asymmetric | Fast | Very Strong | Secure exchange/signature |
5 | bcrypt | Hash | Slow | Strong | Password storage |
6 | scrypt | Hash | Slow | Very Strong | Password storage |
7 | Argon2 | Hash | Slow | Very Strong | Password storage |