Deep Neural Networks (DNNs), Deep learning models with multiple layers of artificial neurons that recognize complex patterns and make predictions., Network Traffic Anomalies, Patrones inusuales o desviaciones en el tráfico de red que pueden indicar ciberataques, fallos del sistema o actividades no autorizadas., PYTHON, Lenguaje de programación de alto nivel y propósito general, ampliamente utilizado en desarrollo de software, análisis de datos, inteligencia artificial y automatización., TensorFlow/Keras (DL), Open-source deep learning frameworks used to build, train, and deploy neural network models., Scikit-learn (ML), An open-source Python library that provides efficient tools for building, training, and evaluating machine learning models., Phishing, A cyberattack that impersonates a trusted organisation in order to obtain users’ confidential information., Jupyter, Plataforma en línea que ofrece conjuntos de datos, competencias de aprendizaje automático y proyectos colaborativos de ciencia de datos., NSL-KDD, Conjunto de datos de referencia ampliamente utilizado para entrenar y evaluar sistemas de detección de intrusiones en ciberseguridad., Ransomware, A type of malicious software (malware) that encrypts a victim’s files or locks access to a system, demanding a ransom for their recovery., WIRESHARK, Wireshark is a network protocol analyzer used to capture and inspect data packets traveling through a network.

IT security

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