Key Generation and Certification using Multilayer Perceptron in Wireless communication(KGCMLP)
نویسندگان
چکیده
In this paper, a key generation and certification technique using multilayer perceptron (KGCMLP) has been proposed in wireless communication of data/information. In this proposed KGCMLP technique both sender and receiver uses an identical multilayer perceptrons. Both perceptrons are start synchronization by exchanging some control frames. During synchronization process message integrity test and synchronization test has been carried out. Only the synchronization test does not guarantee the security for this reason key certification phase also been introduced in KGCMLP technique. After Key generation and certification procedure synchronized identical weight vector forms the key for encryption/decryption. Parametric tests have been done and results are compared with some existing classical techniques, which show comparable results for the proposed technique.
منابع مشابه
Multilayer Perceptron Guided Key Generation Through Mutation with Recursive Replacement in Wireless Communication (MLPKG)
In this paper, a multilayer perceptron guided key generation for encryption/decryption (MLPKG) has been proposed through recursive replacement using mutated character code generation for wireless communication of data/information. Multilayer perceptron transmitting systems at both ends accept an identical input vector, generate an output bit and the network are trained based on the output bit w...
متن کاملSecured Wireless Communication through Simulated Annealing Guided Traingularized Encryption by Multilayer Perceptron Generated Session Key (satmlp)
In this paper, simulated annealing guided traingularized encryption using multilayer perceptron generated session key (SATMLP) has been proposed for secured wireless communication. Both sender and receiver station uses identical multilayer perceptron and depending on the final output of the both side multilayer perceptron, weights vector of hidden layer get tuned in both ends. After this tunnin...
متن کاملSecured Transmission through Multi Layer Perceptron in Wireless Communication (stmlp)
In this paper, a multilayer perceptron guided encryption/decryption (STMLP) in wireless communication has been proposed for exchange of data/information. Multilayer perceptron transmitting systems at both ends generate an identical output bit and the network are trained based on the output which is used to synchronize the network at both ends and thus forms a secret-key at end of synchronizatio...
متن کاملCryptanalysis of Key Exchange method in Wireless Communication
In this paper, a cryptanalysis of key exchange method using multilayer perceptron (CKE) has been proposed in wireless communication of data/information. In this proposed CKE technique both sender and receiver uses an identical multilayer perceptrons for synchronization between them. After achieving the full synchronization weights vectors of both the parties’ becomes identical and this identica...
متن کاملMultilayerperceptrons for Encryption in Wireless Communication (ksogmlpe)
In this paper, a key swap over mechanism among group of multilayer perceptrons for encryption/decryption (KSOGMLPE) has been proposed in wireless communication of data/information. Two parties can swap over a common key using synchronization between their own multilayer perceptrons. But the problem crop up when group of N parties desire to swap over a key. Since in this case each communicating ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- CoRR
دوره abs/1211.4723 شماره
صفحات -
تاریخ انتشار 2012