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machine learning & AI / Python Projects

Machine Learning in Cybersecurity: An Artificial Neural Network Application With Python

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Machine Learning in Cybersecurity An Artificial Neural Network Application With Python

Introduction In the digital era, the rapid expansion of technology has brought new opportunities but also increased the complexity of cyber threats. With the proliferation of internet-connected devices and the rise of cloud computing, organizations are more vulnerable than ever to cyberattacks. Traditional security mechanisms, such as firewalls, antivirus programs, and signature-based detection methods, are becoming inadequate against sophisticated attacks that evolve rapidly. As

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cheat sheet / web security

SQL Injection Cheat Sheet: A Comprehensive Guide

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SQL Injection Cheat Sheet

SQL injection (SQLi) is a prevalent web security vulnerability that allows attackers to manipulate SQL queries by injecting malicious code into input fields. This type of attack exploits vulnerabilities in applications that do not properly validate or sanitize user inputs, enabling attackers to execute arbitrary SQL commands. The consequences of successful SQL injection attacks can be severe, leading to unauthorized access

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Cyber Security / Network Security

What is IoT Security: An Examination of Internet of Things Security

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What Is IoT SecurIty An ExamInatIon of Internet of ThIngs SecurIty

Introduction The Internet of Things (IoT) has revolutionized various aspects of our daily lives, ranging from smart home appliances to wearable devices, industrial automation systems, and health monitoring tools. However, the increasing use of these devices has also raised significant security concerns. IoT devices are often equipped with weak security standards, making them attractive targets for cyber attackers. This article will explore the importance of

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Python Projects

Shodan Usage Guide: Detecting Vulnerable Devices with Python

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Shodan Usage Guide Detecting Vulnerable Devices with Python

Introduction Shodan is often referred to as the “search engine for hackers,” but its applications extend far beyond malicious use. It is a powerful tool for discovering internet-connected devices, such as webcams, routers, servers, and even industrial control systems. Unlike traditional search engines that index websites, Shodan indexes devices and the services they expose to the internet. This unique capability makes it an invaluable resource

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Phishing Attacks

What is Baiting in Cyber Security: Understanding and Protection

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What is Baiting in Cyber Security

Introduction Baiting is one of the most deceptive and effective forms of social engineering in cybersecurity. It manipulates human psychology by exploiting curiosity, greed, or trust to trick individuals into compromising their security. Unlike other cyberattacks that rely solely on technical vulnerabilities, baiting targets the human element, which remains one of the weakest links in cybersecurity. This tactic often involves creating enticing

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Red Team

Linux Security Auditing with Lynis

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LInux SecurIty AudItIng wIth LynIs

Introduction In today’s digital world, system security has become more critical than ever with the rise of cyber attacks. The Linux operating system is widely used in many different environments, including servers, desktops, and embedded systems. Therefore, ensuring the security of Linux systems is of critical importance. This is where Lynis comes in. Lynis is an open-source security auditing tool developed for Linux, macOS, and Unix-based

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Current News

Cybersecurity Legislation in Turkey: A New Era

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Cybersecurity Legislation in Turkey

Introduction In recent years, cybersecurity has become a critical concern for nations worldwide, including Turkey. As technology advances and digital infrastructure expands, the need for robust cybersecurity measures has never been more pressing. Cyber threats are increasingly sophisticated, targeting not only individual users but also critical infrastructure, government agencies, and businesses. Turkey has taken significant steps to enhance its cybersecurity framework by proposing and

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Current News

Rich Communication Services (RCS): The Future of Encrypted Communication

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Rich Communication Services (RCS) The Future of Encrypted Communication

Introduction Rich Communication Services (RCS) is a next-generation messaging protocol that revolutionizes mobile communication by addressing the limitations of traditional SMS and MMS. Initially designed to replace these older messaging formats, RCS offers a richer, more interactive experience by incorporating multimedia capabilities such as high-resolution images, videos, voice messages, and file sharing. Unlike SMS, which is limited to basic text messages transmitted over cellular voice

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Cyber Security

Cybersecurity: The Importance and Salaries of Specialists in 2025

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Cybersecurity The Importance and Salaries of Specialists in 2025

Introduction In an era where digitalization is rapidly increasing, cybersecurity specialists’ salaries in 2025 are becoming a critical topic of discussion. The widespread use of the internet and technological advancements have made it easier for businesses and individuals to access information, but they have also led to a rise in cyber threats. Cybercriminals utilize sophisticated techniques to

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