FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4293211772> ?p ?o ?g. }

• W4293211772 endingPage "5705" @default.
• W4293211772 startingPage "5690" @default.
• W4293211772 abstract "Mobile devices are becoming increasingly popular and are playing significant roles in our daily lives. Insufficient security and weak protection mechanisms, however, cause serious privacy leakage of the unattended devices. To fully protect mobile device privacy, we propose ADFFDA, a novel mobile continuous authentication system using an Adaptive Deep Feature Fusion scheme for effective feature representation, and a transformer-based GAN for Data Augmentation, by leveraging smartphone built-in sensors of the accelerometer, gyroscope and magnetometer. Given the normalized sensor data, ADFFDA utilizes the transformer-based GAN consisting of a transformer-based generator and a CNN-based discriminator to augment the training data for CNN training. With the augmented data and the especially designed CNN based on the ghost module and ghost bottleneck, ADFFDA extracts deep features from the three sensors by the trained CNN, and exploits an adaptive-weighted concatenation method to adaptively fuse the CNN-extracted features. Based on the fused features, ADFFDA authenticates users by using the one-class SVM (OC-SVM) classifier. We evaluate the authentication performance of ADFFDA in terms of the efficiency of the transformer-based GAN, GAN-based data augmentation, CNN architecture, adaptive-weighted feature fusion, and OC-SVM classifier. The experimental results show that ADFFDA obtains the best authentication performance w.r.t representative approaches, by achieving a mean equal error rate of 0.01&#x0025;." @default.
• W4293211772 created "2022-08-27" @default.
• W4293211772 creator A5013999580 @default.
• W4293211772 creator A5030346646 @default.
• W4293211772 creator A5054571269 @default.
• W4293211772 creator A5059780262 @default.
• W4293211772 creator A5063481044 @default.
• W4293211772 creator A5085986246 @default.
• W4293211772 date "2023-10-01" @default.
• W4293211772 modified "2023-10-12" @default.
• W4293211772 title "Adaptive Deep Feature Fusion for Continuous Authentication With Data Augmentation" @default.
• W4293211772 cites W1483327747 @default.
• W4293211772 cites W1946196160 @default.
• W4293211772 cites W1980481605 @default.
• W4293211772 cites W2025183033 @default.
• W4293211772 cites W2044738244 @default.
• W4293211772 cites W2050132334 @default.
• W4293211772 cites W2079259462 @default.
• W4293211772 cites W2097117768 @default.
• W4293211772 cites W2101026822 @default.
• W4293211772 cites W2144182447 @default.
• W4293211772 cites W2151854612 @default.
• W4293211772 cites W2194775991 @default.
• W4293211772 cites W2296719434 @default.
• W4293211772 cites W2549484948 @default.
• W4293211772 cites W2563812708 @default.
• W4293211772 cites W2582173949 @default.
• W4293211772 cites W2602548784 @default.
• W4293211772 cites W2605024226 @default.
• W4293211772 cites W2618530766 @default.
• W4293211772 cites W2794566020 @default.
• W4293211772 cites W2799891027 @default.
• W4293211772 cites W2810022200 @default.
• W4293211772 cites W2898050070 @default.
• W4293211772 cites W2898664946 @default.
• W4293211772 cites W2900200659 @default.
• W4293211772 cites W2904785373 @default.
• W4293211772 cites W2962973875 @default.
• W4293211772 cites W2963125010 @default.
• W4293211772 cites W2963163009 @default.
• W4293211772 cites W2963446712 @default.
• W4293211772 cites W2982041717 @default.
• W4293211772 cites W3004911477 @default.
• W4293211772 cites W3013160594 @default.
• W4293211772 cites W3021574417 @default.
• W4293211772 cites W3035414587 @default.
• W4293211772 cites W3041002261 @default.
• W4293211772 cites W3041373955 @default.
• W4293211772 cites W3043547428 @default.
• W4293211772 cites W3047126392 @default.
• W4293211772 cites W3081559749 @default.
• W4293211772 cites W3083255269 @default.
• W4293211772 cites W3103714885 @default.
• W4293211772 cites W3113878582 @default.
• W4293211772 cites W3121661546 @default.
• W4293211772 cites W3132400026 @default.
• W4293211772 cites W3139391743 @default.
• W4293211772 cites W3198320297 @default.
• W4293211772 cites W4200511746 @default.
• W4293211772 doi "https://doi.org/10.1109/tmc.2022.3186614" @default.
• W4293211772 hasPublicationYear "2023" @default.
• W4293211772 type Work @default.
• W4293211772 citedByCount "6" @default.
• W4293211772 countsByYear W42932117722023 @default.
• W4293211772 crossrefType "journal-article" @default.
• W4293211772 hasAuthorship W4293211772A5013999580 @default.
• W4293211772 hasAuthorship W4293211772A5030346646 @default.
• W4293211772 hasAuthorship W4293211772A5054571269 @default.
• W4293211772 hasAuthorship W4293211772A5059780262 @default.
• W4293211772 hasAuthorship W4293211772A5063481044 @default.
• W4293211772 hasAuthorship W4293211772A5085986246 @default.
• W4293211772 hasBestOaLocation W42932117722 @default.
• W4293211772 hasConcept C111919701 @default.
• W4293211772 hasConcept C121332964 @default.
• W4293211772 hasConcept C12267149 @default.
• W4293211772 hasConcept C153180895 @default.
• W4293211772 hasConcept C154945302 @default.
• W4293211772 hasConcept C158488048 @default.
• W4293211772 hasConcept C186967261 @default.
• W4293211772 hasConcept C2779803651 @default.
• W4293211772 hasConcept C41008148 @default.
• W4293211772 hasConcept C52622490 @default.
• W4293211772 hasConcept C62520636 @default.
• W4293211772 hasConcept C76155785 @default.
• W4293211772 hasConcept C94915269 @default.
• W4293211772 hasConceptScore W4293211772C111919701 @default.
• W4293211772 hasConceptScore W4293211772C121332964 @default.
• W4293211772 hasConceptScore W4293211772C12267149 @default.
• W4293211772 hasConceptScore W4293211772C153180895 @default.
• W4293211772 hasConceptScore W4293211772C154945302 @default.
• W4293211772 hasConceptScore W4293211772C158488048 @default.
• W4293211772 hasConceptScore W4293211772C186967261 @default.
• W4293211772 hasConceptScore W4293211772C2779803651 @default.
• W4293211772 hasConceptScore W4293211772C41008148 @default.
• W4293211772 hasConceptScore W4293211772C52622490 @default.
• W4293211772 hasConceptScore W4293211772C62520636 @default.
• W4293211772 hasConceptScore W4293211772C76155785 @default.
• W4293211772 hasConceptScore W4293211772C94915269 @default.

• next