Multimedia Classification Using ANN Approach

Din, Maiya; Ratan, Ram; Bhateja, Ashok K.; Bhateja, Aditi

doi:10.1007/978-81-322-1602-5_96

Cited by 8 publications

(1 citation statement)

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“…Traffic analysis caters the analysis and monitoring of data communicated and communication activities over communication networks. It is an important Task and lot of relevant work is reported in traffic analysis [35][36][37][38][39] which helps in future planning of networks 36 , formulation of practices 37 , network selection 38 , traffic prediction 39 , identifying and classifying communications such as watermarked and noisy images 40 , multimedia and text classification [41][42][43] , engineering of communication networks 44 , and classification of encryption algorithms [45][46] . Identification of cipher data of same key is one of the task of traffic analysis to identify and segregate for extraction of vital intelligible information of adversaries.…”

Section: Introductionmentioning

confidence: 99%

Cryptanalysis of an Image Cipher using Multi entropy Measures and the Countermeasures

Ratan

Yadav

2020

Def. Sc. Jl.

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The use of same keys or equivalent keys should not be occurred in cryptographic communications because a cipher system utilising such keys to secure messages can be attacked even it possesses excellent cryptographic characteristics for extracting intelligible information from encrypted messages. Identification of crypts formed with such keys is an important task of traffic analysis of cryptographic communications to check the applicability of two-messages-on-same-key (TMSK) attack. To avoid its applicability, adequate safeguards are required. In the paper, we cryptanalyze stream encryption based cipher system and propose an intelligent identification methodology using multi-entropy measures and soft decision criteria for identification of encrypted images of same or equivalent keys. Experimental test results show that the crypts formed with same keys can be identified successfully with high precision. We also present the countermeasures against TMSK attack.

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