Title :
A Cheat-Detection Method Based on Fuzzy Synthesis Decision for Aimbot Cheating
Author :
Shi Xiang-bin ; Zhou Xiao-Xue ; Liu Fang ; Wang Ying
Author_Institution :
Sch. of Comput. Sci., Shenyang Univ. of Aeronaut. & Astronaut., Shenyang, China
Abstract :
This paper proposes a cheat-detection method based on Fuzzy Synthesis Decision for aimbot cheating in MMOG. Firstly, the decision set and the factor set that affect the cheating are determined. The factors weight vector which distinguishes the impact of different factors on the cheating is determined by Information Entropy. The membership function for each factor is given according to the factor feature, then the factor decision matrix which links the factor set to the decision set is builded according to the membership function. Finally, the value of player´s cheating degree is calculated by Fuzzy Transformation. The simulation results show that the proposed method can detect the aimbot cheating effectively.
Keywords :
computer games; entropy; fuzzy set theory; security of data; MMOG; aimbot cheating; cheat-detection method; factor decision matrix; fuzzy synthesis decision; information entropy; Artificial intelligence; Book reviews; Conferences; Educational institutions; Games; Presses; Simulation;
Conference_Titel :
Internet Technology and Applications, 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5142-5
Electronic_ISBN :
978-1-4244-5143-2
DOI :
10.1109/ITAPP.2010.5566408
