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Phishing Email Detection with Deep Learning

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Phishing Email Detection with Deep Learning

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Questions and Answers

What is the focus of the research paper?

Preventing financial loss from cyber threats

Exploring natural language processing (NLP) techniques

Detecting email phishing attacks using deep learning techniques (correct)

Investigating state-of-the-art research in cybersecurity

What is the primary aim of email phishing?

Disguising legitimate organizations or individuals

Utilizing advanced technology for cyber threats

Tricking recipients into providing sensitive information or transferring money (correct)

Gaining unauthorized access to computer systems

Which deep learning technique achieved the highest accuracy in detecting email phishing?

LSTM and NLP techniques

CNNs and RNNs

CNNs and transformers

BERT and LSTM (correct)

What type of information can be stolen through email phishing?

Sensitive information and financial details Signup and view all the answers

Why is email phishing becoming increasingly challenging to detect and prevent?

As technology advances, attackers become more sophisticated Signup and view all the answers

Which of the following best describes a relation in a relational database?

A finite, time varying set of n-tuples with defined attributes and domains Signup and view all the answers

What is a domain in the context of relational databases?

A type in the programming language sense with a set of acceptable values Signup and view all the answers

What does a relation scheme represent in relational databases?

The definition of a set of attributes Signup and view all the answers

In the context of relational databases, what is an instance of a relation?

A set of n-tuples over defined attributes and domains at a given time Signup and view all the answers

What defines the tabular structure of data in a relational database?

$R(A1, A2, …, An)$ or $R(A1: D1, A2: D2, …, An: Dn)$ notation Signup and view all the answers