Pengaruh Serangan LPF pada Audio Watermarking dengan Metode DWT-Histogram Terhadap Performa BER

Vera Noviana Sulistyawan; Tatyantoro Andrasto; Khoirudin Fathoni; Hendra Dewinta Setiyani; Nur Rokhimatul Azizah; Fahrizal Adnan; Yogi Prasetyo

doi:10.33633/tc.v22i4.8850

Pengaruh Serangan LPF pada Audio Watermarking dengan Metode DWT-Histogram Terhadap Performa BER

Vera Noviana Sulistyawan, Tatyantoro Andrasto, Khoirudin Fathoni, Hendra Dewinta Setiyani, Nur Rokhimatul Azizah, Fahrizal Adnan, Yogi Prasetyo

Abstract

Perkembangan teknologi yang pesat membuat kemudahan untuk mengakses data oleh umum sehingga dibutuhkan suatu perlindungan hak cipta guna melindungi hak perihal pemilikan data secara legal. Audio watermarking yang diusulkan menanamkan informasi bit biner ke dalam sebuah media digital berupa audio yang tidak menyebabkan kerusakan pada media yang disisipi informasi. Penelitian ini menggunakan kombinasi metode DWT dan Histogram. Hasil yang diperoleh berupa audio terwatermark yang mempunyai kualitas tinggi dan tidak menimbulkan dampak berati terhadap sinyal informasi yang telah disisipkan dengan menggunakan parameter Bit Error Ratio (BER). Pada penelitian ini, rata-rata BER yang didapat saat dilakukan serangan LPF adalah 0.07952. Sehingga metode ini mempunyai ketahanan yang tinggi. Sedangkan tanpa serangan watermark dapat terekstrak sempurna tanpa kerusakan dengan BER=0.

Keywords

DWT, Audio watermarking, LPF, Histogram, BER

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References

T. N. Turnip, J. Doloksaribu, V. Purba and I. Saragih, "Pengaruh Kapasitas Dimensi Citra Watermark Terhadap Audio Watermarking Dengan Perpaduan Metode Dwt(Discrete Wavelet Transform) Dan Svd (Singular Value Decomposition)," Jurnal Teknologi Infromasi dan Ilmu Komputer (JTIIK), 2019.

N. Maharani, B. Geral and N. Ibrahim, "Perancangan Audio Watermarking Berbasiskan DWT dengan Metode Hybrid SMM dan SS," SENTER, 2019.

Y. Chincholkar, S. Ganorkar and S. P. Kude, "A Survey: Digital Watermark Designed Methods," International Journal of Advanced Research in Computer and Communication Engineering, 2017.

Acevedo, "Digital Watermarking for Audio Data in Techniques and Applications of Digital Watermarking and Content Protection," Artech House, USA, 2003.

M. Arnold, "Audio Watermarking : Features, Applications, and Algorithms," IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia, pp. 1013-1016.

A. Al-Haj, A. Mohammad and L. Bata, "DWT - Based Audio Watermarking," The International Arab Journal of Information Technology, pp. 326-333.

V. N. Sulistyawan, Y. Karina and G. Budiman, "Audio Watermarking dengan Discrete Wavelet Transform dan Histogram Menggunakan Optimasi Algoritma Genetika," Prosiding SENIATI, pp. B64. 1-7, 2017.

C. Angelista. D, G. Budiman and L. Novamizanti, "Perancangan Audio Watermarking Dengan Teknik Dwt-Hitogram Yang Diterapkan Pada Aplikasi Web," Prosiding Seminar Nasional XII "Rekayasa Teknologi Industri dan Informasi 2017 Sekolah Tinggi Teknologi Nasional Yogyakarta, 2017.

W. Weina, "Digital audio blind watermarking algorithm based on audio characteristic and scrambling encryption," 2017 IEEE 2nd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), pp. 1195-1199, 2017.

R. Subhashini and K. B. Bagan, "Robust audio watermarking for monitoring and information embedding," 2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN), pp. 1-4, 2017.

B. M. Garlapati and K. R. Kakkirala, "Malicious audio source detection using audio watermarking," 2015 Asia Pacific Conference on Multimedia and Broadcasting, pp. 1-5, 2015.

R. Warkar, P. More and D. Waghole, "Digital audio watermarking and image watermarking for information security," 2015 International Conference on Pervasive Computing (ICPC), pp. 1-5, 2015.

W. Kim and K. Lee, "Digital Watermarking For Protecting Audio Classification Datasets," ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2842-2846, 2020.

Y. Yang, M. Lei, M. Cheng, B. Liu, G. Lin and D. Xiao, "An audio zero-watermark scheme based on energy comparing," China Communications , vol. 11, no. 7, pp. 110 - 116, 2014.

S. M. Deokar and B. Dhaigude, "Blind audio watermarking based on discrete wavelet and cosine transform," International Conference on Industrial Instrumentation and Control , 2015.

R. N. Alief, G. Budiman and L. Novamizanti, "Audio WatermarkingBerbasiskanDWT-DCT MenggunakanMultibitSpread Spectrum," SENTER 2019: Seminar Nasional Teknik Elektro 2019, pp. 234-241, 2019.

R. F. Damanik, R. A. Pramesthi, G. Budiman and S. Saidah, "Audio Watermarking Berbasiskan DWT-DCT-SVD-CPT Menggunakan QIM dan SS," SENTER 2019: Seminar Nasional Teknik Elektro 2019, pp. 166-173, 2019.

O. Abodena, "Robust and high-capacity audio watermarking basedon chirp z-transform," Signal Processing and Communications Applications Conference (SIU), pp. 1-4, 2019.

V. N. Sulistyawan, G. Budiman and I. Safitri, "Histogram-based audio watermarking with synchronization in stationary audio subband," International Conference on Control, Electronics, Renewable Energy and Communications (ICCEREC), pp. 195-201, 2018.

V. N. Sulistyawan, G. Budiman, E. Sarwono and D. Prastiyanto, "Performansi Audio Terwatermark dengan Metode Discrete Wavelet Transform (DWT) dan Histogram Audio Watermarking Terhadap Parameter SNR dan ODG," Edu Elektrika Journal, pp. 84-90, 2019.

W. Zeng, "A Novel Audio Watermarking Algorithm Based on Chirp Signal and Discrete Wavelet Transform," International Conference on Wireless Communications, Networking and Mobile Computing, pp. 1-4, 2013.

S. Xiang and J. Huang, "Histogram-Based Audio Watermarking Against Time-Scale Modification and Cropping Attacks," IEEE Transactions on Multimedia, vol. 9, no. 7, pp. 1357 - 1372, 2007.

S. Larbi and M. Jaidane-Saidane, "Audio watermarking: a way to stationnarize audio signals," IEEE Transactions on Signal Processing , vol. 53, no. 2, pp. 816 - 823, 2005.

Alief, R. N., Budiman, G., & Novamizanti, L. Audio Watermarking Berbasiskan DWT-DCT Menggunakan Multibit Spread Spectrum. SENTER 2019: Seminar Nasional Teknik Elektro, pp. 234-241, 2019.

DOI: https://doi.org/10.33633/tc.v22i4.8850