ART: Automated Reclassification for Threat Actors based on ATT&CK Matrix Similarity

Author(s):  
Youngsup Shin ◽  
Kyoungmin Kim ◽  
Jemin Justin Lee ◽  
Kyungho Lee
Keyword(s):  
Author(s):  
Z Y Lee ◽  
C L Chang

This paper deals with axisymmetric quasi-static coupled thermoelastic problems for multilayered spheres. Laplace transforms and finite difference methods are used to analyse the problems. Using the Laplace transform with respect to time, the general solutions of the governing equations are obtained in the transform domain. The solution is obtained by using the matrix similarity transformation and inverse Laplace transform. Solutions are obtained for the temperature and thermal deformation distributions for the transient and steady state. It is demonstrated that the computational procedures established in this paper are capable of solving the generalized thermoelasticity problem of multilayered spheres.


2019 ◽  
Vol 10 (1) ◽  
pp. 315
Author(s):  
Yunan Chen ◽  
Ruifang Yang ◽  
Nanjing Zhao ◽  
Wei Zhu ◽  
Yao Huang ◽  
...  

Developing fast and accurate fluorescence detection technology of oil spill is significant for quantitative analysis in unexpected oil spill events. As the oil sample concentration increases, the fluorescence spectrum produces red-shift behavior, which seriously affects the quantitative detection of concentration. In this work, a three-dimensional concentration-emission matrix (CEM) was constructed by using a series of emission spectra with different levels of concentration at the excitation wavelength of 266 nm. The database is the interpolated CEM of six samples using bicubic interpolation in the concentration dimension. With matrix similarity matching, the database was used to achieve quantification of the concentration of oil samples. The recovery rates of prediction for test samples and weathering samples of six oil samples were between 86.8% and 116.11%, with relative errors of predictions ranging from 2.09% to 15.2%. The results show that this method can provide accurate quantitative determination of the concentration of different oil samples.


2017 ◽  
Vol 62 (9) ◽  
pp. 79-93
Author(s):  
Marcin Salamaga

The aim of this article is to describe the relationship between the expenditure structure of Polish voivodships and their sustainable development. The research was conducted on the basis of the CSO data for the years 2013—2015 from the Local Data Bank. Index of matrix similarity was used to examine the similarity of voivodships budget structure. Computed index values allowed to group all pairs of voivodships using the algorithm of vector elimination. In certain clusters, location and variability of selected sustainable development indicators were analyzed. This allowed to check how similarity of the expenditure structure of voivodships had influenced their increased economic and social cohesion.


2018 ◽  
Vol 38 (2) ◽  
pp. 207-215 ◽  
Author(s):  
Dian Wu ◽  
Fuzhou Du

Purpose In the assembly process of the satellite, there will be multiple installation and disassembly operations for the solar wing and the main satellite body (or simulator). However, the traditional method of orientation adjustment by theodolite and two-axis turntable is difficult to coordinate three rotation angles of yaw, pitch and roll, which leads to the complexity of actual operation and dependency on manual experience. Therefore, this paper aims to propose a new method to achieve rapid and precise orientation adjustment. Design/methodology/approach The similarity relation of the orientation variation matrix in a different coordinate system is studied, and a mapping model of the similarity relation is established. By using multiple element matrices to construct the original rotation matrix, the mapping is solved in quaternion form. Taking the theodolite as a measuring instrument and the Stewart platform as a control equipment, an experiment on installing the solar wing is performed to validate the effectiveness of the algorithm. Findings Based on the solving algorithm, the orientation adjustment process is simplified to a three-step fixed mode, which is three adjustments to get the parameter of the mapping model, one to adjust the component in place and another to further fine tuning. The final orientation deviation is less than 0.003° and close to the level of using a laser tracker, achieving the required accuracy of 0.0115°. Originality/value This paper reveals the similarity relation of the variation matrix in the process of orientation adjustment and presents a new method to achieve rapid and precise orientation adjustment for the large-scale component.


Author(s):  
Jörn Diedrichsen ◽  
Eva Berlot ◽  
Marieke Mur ◽  
Heiko H. Schütt ◽  
Mahdiyar Shahbazi ◽  
...  

Author(s):  
Mingwen Shao ◽  
Junhui Dai ◽  
Jiandong Kuang ◽  
Deyu Meng

2005 ◽  
Vol 47 (3) ◽  
pp. 379-393 ◽  
Author(s):  
Andrej Žgank ◽  
Bogomir Horvat ◽  
Zdravko Kačič

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