Cybersecurity Essentials: Principles, Mechanisms, and Defense
Computer Security Fundamentals: Core Pillars
The foundation of information security rests on five core principles, often summarized by the CIA Triad plus Authentication and Non-Repudiation (A&NR):
| Principle | Goal | Purpose | Example Mechanism |
|---|---|---|---|
| Confidentiality | Secrecy | Prevent unauthorized viewing or reading of data. | Encryption (turning plaintext into ciphertext). |
| Integrity | Accuracy | Prevent unauthorized modification or deletion of data. | Hashing (creating a fixed-length data digest). |
| Availability | Accessibility | Ensure |
Sensors and Actuators: Differences, DAQ, Types & Applications
Q1: Sensors vs Actuators — Detailed Explanation
Definition of Sensor
A sensor is a device that detects, measures, or senses a physical quantity such as temperature, pressure, displacement, light, humidity, flow, etc., and converts it into a usable electrical signal (voltage, current, resistance).
Sensors act as the input element of any measurement or control system.
They form the first stage of data acquisition.
Without sensors, a system cannot perceive real-world conditions.
Definition of Actuator
An
Read MoreAI Algorithms and Prolog Examples — BFS, A*, Minimax
AI Algorithms and Prolog Examples
This document contains:
- Prolog family facts and queries
- Python implementations of BFS, DFS, A*, Minimax, Alpha-Beta
- 8-puzzle A* solver, Tic-Tac-Toe minimax, a simple reflex agent, and a Chess AI
Prolog Family Facts and Queries
Prolog
parent(john, mary).
parent(john, david).
parent(susan, mary).
parent(susan, david).
parent(david, emily).
parent(david, james).
parent(mary, ann).
male(john).
male(david).
male(james).
female(susan).
female(mary).
female(ann).
female(emily)Java Programming Examples and Code Snippets
1. Prime Number via Command-Line Argument
This program checks if a number provided via command-line arguments is a prime number.
class PrimeCheck {
public static void main(String[] args) {
int n = Integer.parseInt(args[0]);
boolean isPrime = true;
if (n <= 1) isPrime = false;
for (int i = 2; i <= n / 2; i++) {
if (n % i == 0) {
isPrime = false;
break;
}
}
if (isPrime)
System.Advanced Concepts in Information Retrieval and Recommendation Systems
Information Retrieval Evaluation and Relevance
Weighting Schemes in Weighted Cohen’s Kappa
Weighted Cohen’s Kappa uses specific weighting schemes (linear vs. quadratic) to measure inter-annotator agreement when categories are ordered.
- Linear Weighting: Penalizes disagreements proportionally to category distance. This is suitable when graded differences are modest. Linear weights are simpler but less sensitive.
- Quadratic Weighting: Penalizes larger disagreements more strongly, emphasizing severe
Machine Learning Fundamentals and Core Data Science Concepts
Machine Learning Definition and Related Fields
Machine Learning (ML) is a field of computer science that enables systems to learn from data and improve performance without being explicitly programmed.
ML Relationship with AI, Data Science, and Statistics
ML and Artificial Intelligence (AI)
- ML is a subfield of AI that provides systems the ability to learn automatically.
- AI focuses on building intelligent machines, while ML focuses on learning patterns from data to achieve intelligence.