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Titlebook: Artificial Intelligence and Security; 6th International Co Xingming Sun,Jinwei Wang,Elisa Bertino Conference proceedings 2020 Springer Natu

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978-3-030-57883-1Springer Nature Switzerland AG 2020
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Method of Multi-feature Fusion Based on Attention Mechanism in Malicious Software DetectionCurrently, methods based on static detection have certain limitations to the malicious samples of system call confusion. The existing dynamic detection methods mainly extract features from the local system Application Programming Interface (API) sequence dynamically invoked, and combine them with Ra
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Tuple Measure Model Based on CFI-Apriori Algorithmriori) is proposed to solve this problem, A tuple measurement model based on the algorithm is created. Compared with traditional Apriori algorithm, CFI-Apriori algorithm stores infrequent candidate item sets and creates two tuple measurement models based on probability weight and information entropy
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Deep Learning Video Action Recognition Method Based on Key Frame Algorithmthod for key frame extraction. The KGAF-means method is based on the clustering principle and combines the K-means algorithm with the artificial fish swarm algorithm to realize the key frame sequence extraction. Based on the extracted key frame sequence, the RGB image and the optical flow image are
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Optimization and Deployment of Vehicle Trajectory Prediction Scheme Based on Real-Time ANPR Traffic provide evident support for path prediction. Taking advantage of the real-time ANPR data, this study adopts and modifies a trajectory prediction model based on order-k Markov model, calculating a supplementary probability matrix to compensate for the deficiency of the prediction model by exploring
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Ear Recognition Based on Gabor-SIFTvariant for scale changes and rotations, and are flexible for illumination variations and affine transformations. The paper chooses SIFT to extract key points of ear images. Then the features of key points are extracted with the local multi-scale analysis feature of the Gabor wavelet. In this way, e
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