Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 10 of 10 for “"Phishing detection"”.
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The Effectiveness of Firefly and Greywolf Algorithm Techniques in the Detection of Phishing Intrusion within Cloud-Based Systems
Phishing attacks continue to pose significant threats to cyber security, particularly in cloud-based systems that are heavily reliant on user authentication and remote access mechanisms. These attacks exploit system vulnerabilities to deceive users and gain unauthorized access to sensitive data, …
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Phishing website detection using intelligent data mining techniques. Design and development of an intelligent association classification mining fuzzy based scheme for phishing website detection with an emphasis on E-banking.
Phishing techniques have not only grown in number, but also in sophistication. Phishers might have a lot of approaches and tactics to conduct a well-designed phishing attack. The targets of the phishing attacks, which are mainly on-line banking consumers and payment service providers, are facing …
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Design and development of a machine learning-based framework for phishing website detection
Phishing is a social engineering cyber attack to steal personal information from users. Attackers solicit individuals to click phishing links by sending them emails or social media text messages with deceptive content. With the development and applications of machine learning technology, solutions …
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AN ENHANCEMENT ON TARGETED PHISHING ATTACKS IN THE STATE OF QATAR
The latest report by Kaspersky on Spam and Phishing, listed Qatar as one of the top 10 countries by percentage of email phishing and targeted phishing attacks. Since the Qatari economy has grown exponentially and become increasingly global in nature, email phishing and targeted phishing attacks …
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A Measurement Approach to Understanding the Data Flow of Phishing From Attacker and Defender Perspectives
Phishing has been a big concern due to its active roles in recent data breaches and state- sponsored attacks. While existing works have extensively analyzed phishing websites and detection methods, there is still a limited understanding of the data flow of the phishing process. In this thesis, we …
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Robustifying Machine Learning based Security Applications
… retraining. The second application is bot detection. We show that the performance of existing machine learning models is not effective if we only have the limit attackers' data. We develop a data synthesis method to address this problem. The key novelty is that our method is distribution …
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Real-Time Intelligent Detection System Designs for Web Phishing Attacks
Phishing attacks are still a growing concern for many individuals and organizations worldwide. They steal user credentials and serve as a gateway for approximately 90% of cybersecurity breaches. Therefore, it has become an important issue that needs to be solved. Most organizations worldwide train …
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Study on Adversarial Robustness of Phishing Email Detection Models
Developing robust detection models against phishing emails has long been a main concerns of the cyber defense community. Currently public phishing/legitimate datasets are lack adversarial email examples which keeps the detection models vulnerable. To address this problem, we developed an augmented …
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Deriving Classifiers with Single and Multi-Label Rules using New Associative Classification Methods
… problem related to web threats called “website phishing detection” was deeply investigated where a technical solution based on AC has been introduced in Chapter 6. Particularly, we were able to detect new type of knowledge and enhance the detection rate with respect to error rate using our …
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Detekce maligních domén s využitím AI
… na šírenie škodlivého kódu, uskutočňovanie phishingových útokov a komunikáciu s napadnutými systémami prostredníctvom domén generovaných algoritmami (DGA). Cieľom tejto práce je navrhnúť a vyhodnotiť modely pre ich detekciu s využitím neurónových sietí postavených na transformerovej …