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Joint Sample Position Based Noise Filtering and Mean Shift Clustering for Imbalanced Classification Learning
9 Oktober 2023 293 Views year: 2024

Joint Sample Position Based Noise Filtering and Mean Shift Clustering for Imbalanced Classification Learning

Abstract: The problem of imbalanced data classification learning has received much attention. Conventional classification algorithms are susceptible to data skew to favor majority samples and ignore minority samples. Majority weighted minority oversampling technique (MWMOTE) is an effective approach to solve this problem, however, it may suffer fro...
Malware Evasion Attacks Against IoT and Other Devices: An Empirical Study
9 Oktober 2023 300 Views year: 2024

Malware Evasion Attacks Against IoT and Other Devices: An Empirical Study

Abstract: The Internet of Things (IoT) has grown rapidly due to artificial intelligence driven edge computing. While enabling many new functions, edge computing devices expand the vulnerability surface and have become the target of malware attacks. Moreover, attackers have used advanced techniques to evade defenses by transforming their malware int...
Federated Learning Security and Privacy-Preserving Algorithm and Experiments Research Under Internet of Things Critical Infrastructure
9 Oktober 2023 301 Views year: 2024

Federated Learning Security and Privacy-Preserving Algorithm and Experiments Research Under Internet of Things Critical Infrastructure

Abstract: The widespread use of the Internet of Things (IoTs) and the rapid development of artificial intelligence technologies have enabled applications to cross commercial and industrial band settings. Within such systems, all participants related to commercial and industrial systems must communicate and generate data. However, due to the small s...
Web3 Technologies: Challenges and Opportunities
9 Oktober 2023 319 Views year: 2023

Web3 Technologies: Challenges and Opportunities

Abstract—Different from “read” based Web1 and “read-write” based Web2, “read-write-own” based Web3 is proposed as a typical user-centric Internet to open the new generation of the World Wide Web. Web3 is the internet religious fundamentalism for data rights owned by users based on identity, data, network, a...
Networking Parallel Web3 Metaverses for Interoperability
9 Oktober 2023 314 Views year: 2023

Networking Parallel Web3 Metaverses for Interoperability

Abstract—Parallel Web3 metaverses play a vital role in preventing monopolistic markets and fostering fair and profound user experiences. Meanwhile, ensuring interconnections and interoperability among these metaverses is crucial, allowing users to seamlessly transition between different Web3 environments while maintaining their digital identi...
Detecting Phishing Sites Using ChatGPT
28 September 2023 355 Views year: 2023

Detecting Phishing Sites Using ChatGPT

Detecting #Phishing Sites Using #ChatGPT The rise of large language models ( #LLMs ) has had a significant impact on various domains, including natural language processing and artificial intelligence. While #LLMs such as #ChatGPT have been extensively researched for tasks such as code generation an...
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