Security and Privacy in Networks and Multimedia
The rapid advancement of technology necessitates the development of innovative solutions that maintain robust security and privacy across data networks and multimedia systems. This collection aims to advance the state of the art in network and multimedia security, offering innovative solutions to pr...
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| Format: | Online |
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| Language: | English |
| Published: |
MDPI - Multidisciplinary Digital Publishing Institute
2024
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| Online Access: | ONIX_20240906_9783725818617_30 |
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| _version_ | 1869529011876528128 |
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| collection | Directory of Open Access Books |
| description | The rapid advancement of technology necessitates the development of innovative solutions that maintain robust security and privacy across data networks and multimedia systems. This collection aims to advance the state of the art in network and multimedia security, offering innovative solutions to pressing challenges and contributing significantly to the security of our increasingly digital world. Key topics include resilient forecasting networks for smart cities, integrating collective intelligence predictors that mitigate cyberattack impacts, and comprehensive security measures for supply chains utilizing machine learning and blockchain technologies. This Special Issue also explores advanced detection methods, such as jamming detection in next-generation communication systems and format-preserving encryption for network layer privacy protection. Intrusion detection and AI-enhanced security feature prominently, with the methods presented including semi-supervised alert filtering and the Improved Sine Cosine Algorithm with deep learning for anomaly detection. Generative approaches, such as the SPE-ACGAN method, address class imbalance in network intrusion detection systems, while end-verifiable key frameworks enhance IoT security. This Special Issue also covers explainable security solutions, such as the detection of evasive malicious PDFs using ensemble learning, and advanced cryptographic techniques, including radio frequency fingerprinting for smart grid security and hierarchical key management for wireless sensor networks in medical environments. |
| format | Online |
| id | doab-20.500.12854ir-143668 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1436682024-09-06T07:59:51Z Security and Privacy in Networks and Multimedia Rak, Tomasz Rzońca, Dariusz bloom cipher-block chaining (CBC) HEED protocol heterogeneous WSN key management PRNG rivest-cipher5 (RC5) WSNs Internet of Things RSA security support vector machine wireless sensor networks Generative Adversarial Network Intrusion Detection System imbalanced dataset machine learning unsupervised learning malicious PDF detection PDF malware feature engineering reverse mimicry attack malicious content injection shapely additive explanation ensemble learning explainable machine learning network intrusion detection system imbalanced network traffic resampling method cloud computing feature selection artificial intelligence intrusion detection false positive cyber security alert fatigue semi-supervised learning prototype clustering network privacy format-preserving encryption programmable networks radio frequency fingerprinting deep learning software-defined radio cybersecurity smart city smart grid jamming detection EVM 5G resource block supply chain systems blockchain validation security monitoring attack mitigation electricity load forecasting internet of things controller area network (CAN) bus-off attack CAN attack detection CAN attack response n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general The rapid advancement of technology necessitates the development of innovative solutions that maintain robust security and privacy across data networks and multimedia systems. This collection aims to advance the state of the art in network and multimedia security, offering innovative solutions to pressing challenges and contributing significantly to the security of our increasingly digital world. Key topics include resilient forecasting networks for smart cities, integrating collective intelligence predictors that mitigate cyberattack impacts, and comprehensive security measures for supply chains utilizing machine learning and blockchain technologies. This Special Issue also explores advanced detection methods, such as jamming detection in next-generation communication systems and format-preserving encryption for network layer privacy protection. Intrusion detection and AI-enhanced security feature prominently, with the methods presented including semi-supervised alert filtering and the Improved Sine Cosine Algorithm with deep learning for anomaly detection. Generative approaches, such as the SPE-ACGAN method, address class imbalance in network intrusion detection systems, while end-verifiable key frameworks enhance IoT security. This Special Issue also covers explainable security solutions, such as the detection of evasive malicious PDFs using ensemble learning, and advanced cryptographic techniques, including radio frequency fingerprinting for smart grid security and hierarchical key management for wireless sensor networks in medical environments. 2024-09-06T07:59:47Z 2024-09-06T07:59:47Z 2024 book ONIX_20240906_9783725818617_30 9783725818617 9783725818624 https://directory.doabooks.org/handle/20.500.12854/143668 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/9678 https://mdpi.com/books/pdfview/book/9678 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-1862-4 10.3390/books978-3-7258-1862-4 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725818617 9783725818624 252 open access |
| spellingShingle | bloom cipher-block chaining (CBC) HEED protocol heterogeneous WSN key management PRNG rivest-cipher5 (RC5) WSNs Internet of Things RSA security support vector machine wireless sensor networks Generative Adversarial Network Intrusion Detection System imbalanced dataset machine learning unsupervised learning malicious PDF detection PDF malware feature engineering reverse mimicry attack malicious content injection shapely additive explanation ensemble learning explainable machine learning network intrusion detection system imbalanced network traffic resampling method cloud computing feature selection artificial intelligence intrusion detection false positive cyber security alert fatigue semi-supervised learning prototype clustering network privacy format-preserving encryption programmable networks radio frequency fingerprinting deep learning software-defined radio cybersecurity smart city smart grid jamming detection EVM 5G resource block supply chain systems blockchain validation security monitoring attack mitigation electricity load forecasting internet of things controller area network (CAN) bus-off attack CAN attack detection CAN attack response n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general Security and Privacy in Networks and Multimedia |
| title | Security and Privacy in Networks and Multimedia |
| title_full | Security and Privacy in Networks and Multimedia |
| title_fullStr | Security and Privacy in Networks and Multimedia |
| title_full_unstemmed | Security and Privacy in Networks and Multimedia |
| title_short | Security and Privacy in Networks and Multimedia |
| title_sort | security and privacy in networks and multimedia |
| topic | bloom cipher-block chaining (CBC) HEED protocol heterogeneous WSN key management PRNG rivest-cipher5 (RC5) WSNs Internet of Things RSA security support vector machine wireless sensor networks Generative Adversarial Network Intrusion Detection System imbalanced dataset machine learning unsupervised learning malicious PDF detection PDF malware feature engineering reverse mimicry attack malicious content injection shapely additive explanation ensemble learning explainable machine learning network intrusion detection system imbalanced network traffic resampling method cloud computing feature selection artificial intelligence intrusion detection false positive cyber security alert fatigue semi-supervised learning prototype clustering network privacy format-preserving encryption programmable networks radio frequency fingerprinting deep learning software-defined radio cybersecurity smart city smart grid jamming detection EVM 5G resource block supply chain systems blockchain validation security monitoring attack mitigation electricity load forecasting internet of things controller area network (CAN) bus-off attack CAN attack detection CAN attack response n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general |
| topic_facet | bloom cipher-block chaining (CBC) HEED protocol heterogeneous WSN key management PRNG rivest-cipher5 (RC5) WSNs Internet of Things RSA security support vector machine wireless sensor networks Generative Adversarial Network Intrusion Detection System imbalanced dataset machine learning unsupervised learning malicious PDF detection PDF malware feature engineering reverse mimicry attack malicious content injection shapely additive explanation ensemble learning explainable machine learning network intrusion detection system imbalanced network traffic resampling method cloud computing feature selection artificial intelligence intrusion detection false positive cyber security alert fatigue semi-supervised learning prototype clustering network privacy format-preserving encryption programmable networks radio frequency fingerprinting deep learning software-defined radio cybersecurity smart city smart grid jamming detection EVM 5G resource block supply chain systems blockchain validation security monitoring attack mitigation electricity load forecasting internet of things controller area network (CAN) bus-off attack CAN attack detection CAN attack response n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general |
| url | ONIX_20240906_9783725818617_30 |