CyberSecurity & AI Experts
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Больше📈 Аналитический обзор Telegram-канала CyberSecurity & AI Experts
Канал CyberSecurity & AI Experts (@ethicalhackingtoday) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 44 041 подписчиков, занимая 3 018 место в категории Технологии и приложения и 8 571 место в регионе Индия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 44 041 подписчиков.
Согласно последним данным от 16 октября, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 547, а за последние 24 часа — 21, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 5.69%. В первые 24 часа после публикации контент обычно набирает 1.44% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 2 506 просмотров. В течение первых суток публикация набирает 636 просмотров.
- Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 9.
- Тематические интересы: Контент сосредоточен на ключевых темах, таких как git, |--, cybersecurity, linux, attack.
📝 Описание и контентная политика
Автор описывает ресурс как площадку для выражения субъективного мнения:
“🔰 Ethical Hacking and Cyber Security Official Telegram Channel
🔰 Free content to learn Hacking & AI
For promotions: @coderfun”
Благодаря высокой частоте обновлений (последние данные получены 17 октября, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Технологии и приложения.
Загружаем данные
| Дата | Привлечение подписчиков | Упоминания | Каналы | |
| 17 октября | +8 | |||
| 16 октября | +21 | |||
| 15 октября | +4 | |||
| 14 октября | 0 | |||
| 13 октября | +13 | |||
| 12 октября | +7 | |||
| 11 октября | +6 | |||
| 10 октября | +8 | |||
| 09 октября | +28 | |||
| 08 октября | 0 | |||
| 07 октября | +49 | |||
| 06 октября | +14 | |||
| 05 октября | +42 | |||
| 04 октября | +60 | |||
| 03 октября | +40 | |||
| 02 октября | +29 | |||
| 01 октября | +16 |
| 2 | 𝗗𝗮𝘁𝗮 𝘀𝗰𝗶𝗲𝗻𝗰𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗪𝗶𝘁𝗵 𝗔𝗜😍
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| 3 | Quick recap of essential SQL basics 😄👇
SQL is a domain-specific language used for managing and querying relational databases. It's crucial for interacting with databases, retrieving, storing, updating, and deleting data. Here are some fundamental SQL concepts:
1. Database
- A database is a structured collection of data. It's organized into tables, and SQL is used to manage these tables.
2. Table
- Tables are the core of a database. They consist of rows and columns, and each row represents a record, while each column represents a data attribute.
3. Query
- A query is a request for data from a database. SQL queries are used to retrieve information from tables. The SELECT statement is commonly used for this purpose.
4. Data Types
- SQL supports various data types (e.g., INTEGER, TEXT, DATE) to specify the kind of data that can be stored in a column.
5. Primary Key
- A primary key is a unique identifier for each row in a table. It ensures that each row is distinct and can be used to establish relationships between tables.
6. Foreign Key
- A foreign key is a column in one table that links to the primary key in another table. It creates relationships between tables in a database.
7. CRUD Operations
- SQL provides four primary operations for data manipulation:
- Create (INSERT) - Add new records to a table.
- Read (SELECT) - Retrieve data from one or more tables.
- Update (UPDATE) - Modify existing data.
- Delete (DELETE) - Remove records from a table.
8. WHERE Clause
- The WHERE clause is used in SELECT, UPDATE, and DELETE statements to filter and conditionally manipulate data.
9. JOIN
- JOIN operations are used to combine data from two or more tables based on a related column. Common types include INNER JOIN, LEFT JOIN, and RIGHT JOIN.
10. Index
- An index is a database structure that improves the speed of data retrieval operations. It's created on one or more columns in a table.
11. Aggregate Functions
- SQL provides functions like SUM, AVG, COUNT, MAX, and MIN for performing calculations on groups of data.
12. Transactions
- Transactions are sequences of one or more SQL statements treated as a single unit. They ensure data consistency by either applying all changes or none.
13. Normalization
- Normalization is the process of organizing data in a database to minimize data redundancy and improve data integrity.
14. Constraints
- Constraints (e.g., NOT NULL, UNIQUE, CHECK) are rules that define what data is allowed in a table, ensuring data quality and consistency.
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| 7 | 🎓 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘄𝗶𝘁𝗵 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲𝘀! 🚀🔥
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| 8 | 🚀𝗣𝗮𝘆 𝗔𝗳𝘁𝗲𝗿 𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴 | 𝗕𝗲𝗰𝗼𝗺𝗲 𝗮 𝗙𝘂𝗹𝗹𝘀𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 𝗪𝗜𝘁𝗵 𝗚𝗲𝗻𝗔𝗜
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| 10 | 15 Best Project Ideas for Backend Development : 🛠️🌐
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8. 🧑🤝🧑 User Management API
9. 🧾 Invoice Generator API
10. 🧠 Blog CMS Backend
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| 12 | Cybersecurity Roadmap
|
|-- Fundamentals
| |-- Introduction to Cybersecurity
| | |-- Importance and Principles of Cybersecurity
| | |-- Types of Cybersecurity (Network, Information, Application, Cloud, etc.)
| | |-- Cybersecurity Threat Landscape (Malware, Phishing, Ransomware, etc.)
| |-- Network Security
| | |-- Firewalls and VPNs
| | |-- Intrusion Detection Systems (IDS)
| | |-- Intrusion Prevention Systems (IPS)
| | |-- Network Access Control
|
|-- Threats and Vulnerabilities
| |-- Types of Cyber Threats
| | |-- Malware (Viruses, Worms, Trojans, etc.)
| | |-- Phishing and Social Engineering
| | |-- Denial of Service (DoS) Attacks
| | |-- Insider Threats
| |-- Vulnerability Assessment
| | |-- Vulnerability Scanning
| | |-- Penetration Testing (Ethical Hacking)
| | |-- Security Audits and Assessments
|
|-- Encryption and Cryptography
| |-- Introduction to Cryptography
| | |-- Symmetric and Asymmetric Encryption
| | |-- Hashing Algorithms (SHA, MD5, etc.)
| | |-- Public Key Infrastructure (PKI)
| |-- Encryption Protocols
| | |-- SSL/TLS
| | |-- IPsec
|
|-- Identity and Access Management (IAM)
| |-- Authentication Mechanisms
| | |-- Password Policies and Multi-Factor Authentication (MFA)
| | |-- Biometric Authentication
| |-- Access Control Models
| | |-- Role-Based Access Control (RBAC)
| | |-- Attribute-Based Access Control (ABAC)
| | |-- Mandatory Access Control (MAC)
|
|-- Incident Response and Forensics
| |-- Incident Response Process
| | |-- Detection, Containment, Eradication, Recovery
| | |-- Incident Response Teams (CSIRT)
| |-- Digital Forensics
| | |-- Evidence Collection and Preservation
| | |-- Data Recovery
| | |-- Forensic Tools (Autopsy, EnCase, etc.)
|
|-- Security Operations
| |-- Security Monitoring
| | |-- Security Information and Event Management (SIEM)
| | |-- Log Management and Analysis
| | |-- Threat Intelligence
| |-- Security Operations Center (SOC)
| | |-- SOC Roles and Responsibilities
| | |-- Incident Management
|
|-- Cloud Security
| |-- Cloud Security Principles
| | |-- Shared Responsibility Model
| | |-- Data Protection in Cloud Environments
| |-- Cloud Security Tools
| | |-- Cloud Access Security Brokers (CASB)
| | |-- Security in Cloud Platforms (AWS, Azure, Google Cloud)
|
|-- Application Security
| |-- Secure Software Development
| | |-- Secure Coding Practices
| | |-- Software Development Life Cycle (SDLC)
| | |-- Secure Code Reviews
| |-- Web Application Security
| | |-- OWASP Top 10
| | |-- SQL Injection, Cross-Site Scripting (XSS), CSRF
|
|-- Compliance and Regulations
| |-- Cybersecurity Standards
| | |-- ISO/IEC 27001, NIST Cybersecurity Framework
| | |-- CIS Controls, SOC 2
| |-- Data Privacy Regulations
| | |-- GDPR
| | |-- HIPAA, CCPA, PCI DSS
|
|-- Advanced Topics
| |-- Advanced Persistent Threats (APT)
| | |-- Detection and Mitigation
| | |-- Threat Hunting
| |-- Blockchain Security
| | |-- Cryptographic Principles
| | |-- Smart Contracts and Security
| |-- IoT Security
| | |-- Securing IoT Devices
| | |-- Network Segmentation for IoT
|
|-- Emerging Trends
| |-- AI and Machine Learning in Cybersecurity
| | |-- AI-Based Threat Detection
| | |-- Automating Incident Response
| |-- Zero Trust Architecture
| | |-- Principles of Zero Trust
| | |-- Implementing Zero Trust in an Organization
|
|-- Soft Skills
| |-- Communication and Collaboration
| | |-- Reporting Security Incidents
| | |-- Collaboration with Other Departments
| |-- Ethical Hacking
| | |-- Red Teaming and Blue Teaming
| | |-- Bug Bounty Programs
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| 14 | Cybersecurity Roadmap 🔒
📂 Networking Basics
∟📂 OS Basics
∟📂 Scripting Skills
∟📂 Security Core
∟📂 Threat Intel
∟📂 Pen Testing
∟📂 Incident Ops
∟📂 Cloud Sec
∟📂 Do Lab
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| 15 | 𝗟𝗲𝘃𝗲𝗹 𝗨𝗽 𝗬𝗼𝘂𝗿 𝗦𝗸𝗶𝗹𝗹𝘀 𝘄𝗶𝘁𝗵 𝗧𝗵𝗲𝘀𝗲 𝗚𝗮𝗺𝗲-𝗖𝗵𝗮𝗻𝗴𝗶𝗻𝗴 𝗖𝗼𝘂𝗿𝘀𝗲𝘀!
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| 16 | 🛡️🔥 Cybersecurity Terms Every Beginner Should Know — Part 6
•
1. Vulnerability Assessment 🔍 — The process of identifying and evaluating security weaknesses in systems or applications.
•
2. Penetration Testing 🕵️ — Authorized security testing used to validate whether vulnerabilities can actually be exploited.
•
3. Vulnerability Scanner 📡 — A security tool that automatically checks systems or applications for known weaknesses.
•
4. Patch Management 🔧 — The process of identifying, testing, and applying software updates and security patches.
•
5. Security Misconfiguration ⚙️ — An insecure system or application configuration that can create security risks.
•
6. Attack Surface Management 🎯 — Identifying, monitoring, and reducing an organization's exposed assets and entry points.
•
7. Endpoint 💻 — A device connected to a network, such as a laptop, desktop, smartphone, or server.
•
8. EDR 🛡️ — Endpoint Detection and Response technology that monitors endpoints and helps detect and investigate suspicious activity.
•
9. NDR 🌐 — Network Detection and Response technology that monitors network activity to identify suspicious behavior.
•
10. Firewall Rule 🔥 — A rule that determines whether specific network traffic should be allowed or blocked.
•
11. Port 🚪 — A logical communication endpoint used by network services and applications.
•
12. Protocol 📡 — A defined set of rules that devices use to communicate over a network.
•
13. Packet 📦 — A unit of data transmitted across a network.
•
14. DNS 🌍 — Domain Name System that translates domain names into IP addresses.
•
15. IP Address 📍 — A numerical address used to identify a device or network interface.
•
16. MAC Address 🖥️ — A hardware-level network address associated with a network interface.
•
17. Proxy Server 🔄 — An intermediary that forwards requests between a client and another system.
•
18. VPN Tunnel 🔒 — An encrypted connection that carries network traffic between a device and a VPN endpoint.
•
19. Network Segmentation 🧱 — Dividing a network into separate segments to limit access and reduce the impact of incidents.
•
20. DMZ 🌐 — A network segment used to isolate publicly accessible services from an organization's internal network.
💡 Understanding these networking and infrastructure terms will make topics like ethical hacking, SOC analysis, cloud security, and network defense much easier to learn.
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1.31 ₽ · /balance_help | 2 454 |
| 17 | 🚀 𝗚𝗼𝗼𝗴𝗹𝗲 𝗣𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲𝘀 𝗶𝗻 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 & 𝗔𝗜! 📊
Explore these 4 Google learning programs and develop practical, career-relevant skills.
🎓 Explore the programs:
1️⃣ Google Data Analytics Professional Certificate
2️⃣ Google Business Intelligence Professional Certificate
3️⃣ Google AI Essentials
4️⃣ Google Advanced Data Analytics Professional Certificate
🔗 𝗘𝗻𝗿𝗼𝗹𝗹 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 👇:-
https://pdlink.in/4htgIEW
📌 Save this post and share it with someone interested in Data Analytics or AI! | 2 235 |
| 18 | How to use ChatGPT to improve your problem-solving skills 🧩🧠
Prompt:
I want you to act as my personal problem-solving coach.
My goal is to become better at analyzing problems, finding solutions, and thinking creatively.
Help me by:
• First, assess my current problem-solving ability through practical scenarios
• Give me realistic problems from different situations
• Ask me to explain how I would approach each problem
• Analyze my reasoning and identify areas for improvement
• Teach me frameworks and techniques for breaking down complex problems
• Challenge my assumptions and encourage me to consider multiple solutions
• Give me hints when I'm stuck instead of immediately giving me the answer
• Show me how an experienced problem solver would approach the situation
• Give me similar problems to practice what I've learned
• Gradually increase the difficulty as my skills improve
Don't solve the problem for me immediately. Make me think, analyze, and attempt a solution first.
Start with the first problem.
Double Tap ❤️ For More Useful Prompts ❤️ | 2 281 |
| 19 | 🚀 𝐁𝐞𝐜𝐨𝐦𝐞 𝐚𝐧 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐢𝐧 𝟐𝟎𝟐𝟔
🎯 Choose Your Learning Track:
💻 Java Full Stack + AI Engineering
🌐 MERN Full Stack + AI Engineering
Placement Highlights: ₹41 LPA highest package | ₹7.4 LPA average package | 2,000+ students placed | 500+ hiring partners
🔗 𝗕𝗼𝗼𝗸 𝗙𝗥𝗘𝗘 𝗗𝗲𝗺𝗼 𝗖𝗹𝗮𝘀𝘀 :- https://pdlink.in/4fWJVID
⚡ AI is creating new career opportunities—start building the skills companies need in 2026! | 2 573 |
| 20 | List of AI Project Ideas 👨🏻💻🤖 -
Beginner Projects
🔹 Sentiment Analyzer
🔹 Image Classifier
🔹 Spam Detection System
🔹 Face Detection
🔹 Chatbot (Rule-based)
🔹 Movie Recommendation System
🔹 Handwritten Digit Recognition
🔹 Speech-to-Text Converter
🔹 AI-Powered Calculator
🔹 AI Hangman Game
Intermediate Projects
🔸 AI Virtual Assistant
🔸 Fake News Detector
🔸 Music Genre Classification
🔸 AI Resume Screener
🔸 Style Transfer App
🔸 Real-Time Object Detection
🔸 Chatbot with Memory
🔸 Autocorrect Tool
🔸 Face Recognition Attendance System
🔸 AI Sudoku Solver
Advanced Projects
🔺 AI Stock Predictor
🔺 AI Writer (GPT-based)
🔺 AI-powered Resume Builder
🔺 Deepfake Generator
🔺 AI Lawyer Assistant
🔺 AI-Powered Medical Diagnosis
🔺 AI-based Game Bot
🔺 Custom Voice Cloning
🔺 Multi-modal AI App
🔺 AI Research Paper Summarizer | 2 642 |
