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An Interpretable Siamese Attention Res-CNN for Fingerprint Spoofing Detection
Published 2024-01-01Get full text
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DCSLK: Combined large kernel shared convolutional model with dynamic channel Sampling
Published 2025-07-01Get full text
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744
Hybrid deep learning model for accurate and efficient android malware detection using DBN-GRU.
Published 2025-01-01“…The model extracts static features (permissions, API calls, intent filters) and dynamic features (system calls, network activity, inter-process communication) from Android APKs, enabling a comprehensive analysis of application behavior.The proposed model was trained and tested on the Drebin dataset, which includes 129,013 applications (5,560 malware and 123,453 benign).Performance evaluation against NMLA-AMDCEF, MalVulDroid, and LinRegDroid demonstrated that DBN-GRU achieved 98.7% accuracy, 98.5% precision, 98.9% recall, and an AUC of 0.99, outperforming conventional models.In addition, it exhibits faster preprocessing, feature extraction, and malware classification times, making it suitable for real-time deployment.By bridging static and dynamic detection methodologies, the DBN-GRU enhances malware detection capabilities while reducing false positives and computational overhead.These findings confirm the applicability of the proposed model in real-world Android security applications, offering a scalable and high-performance malware detection solution.…”
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Lightweight UAV Detection Method Based on IASL-YOLO
Published 2025-04-01“…First, we design the CFE-AFPN network to streamline the architecture while boosting feature fusion capabilities across non-adjacent layers. …”
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A New Hybrid ConvViT Model for Dangerous Farm Insect Detection
Published 2025-02-01Get full text
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750
Accurately Estimate and Analyze Human Postures in Classroom Environments
Published 2025-04-01Get full text
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751
Image Encryption Method Based on Three-Dimensional Chaotic Systems and V-Shaped Scrambling
Published 2025-01-01Get full text
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Deepfake Image Forensics for Privacy Protection and Authenticity Using Deep Learning
Published 2025-03-01Get full text
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Trustworthiness of Deep Learning Under Adversarial Attacks in Power Systems
Published 2025-05-01Get full text
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GenConViT: Deepfake Video Detection Using Generative Convolutional Vision Transformer
Published 2025-06-01Get full text
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Enhanced CLIP-GPT Framework for Cross-Lingual Remote Sensing Image Captioning
Published 2025-01-01Get full text
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