ARCHIVES

Original Article

Paradox: Recursive Visual Entropy Key Derivation Engine (RVE-KDE) Experimental Framework for Deterministic Image Based Cryptographic Key Generation

Chirag Ferwani1 Suvarna Bhatsangave2 Sarika Bartakke3 Vrushabh Hirap4 Kshitij Jadhav5 Anushka Shinde6
1 2 3 4 5 6 Department of Computer Science and Engineering (AIML), Pimpri Chinchwad College of Engineering, Pune, Maharashtra, India.

Published Online: May-August 2026

Pages: 768-804

References

[1] B. Kaliski, “PKCS #5: Password-Based Cryptography Specification Version 2.0,” RFC Editor, RFC2898, Sep. 2000. doi: 10.17487/rfc2898.
[2] H. Krawczyk and P. Eronen, “HMAC-based Extract-and-Expand Key Derivation Function (HKDF),” RFC Editor, RFC5869, May 2010.
doi: 10.17487/rfc5869.
[3] C. Percival and S. Josefsson, “The scrypt Password-Based Key Derivation Function,” RFC Editor, RFC7914, Aug. 2016. doi:
10.17487/RFC7914.
[4] A. Biryukov, D. Dinu, and D. Khovratovich, “Argon2: New Generation of Memory-Hard Functions for Password Hashing and Other
Applications,” in 2016 IEEE European Symposium on Security and Privacy (EuroS&P), Saarbrucken: IEEE, Mar. 2016, pp. 292–302. doi:
10.1109/EuroSP.2016.31.
[5] C. E. Shannon, “A Mathematical Theory of Communication,” Bell Syst. Tech. J., vol. 27, no. 3, pp. 379–423, Jul. 1948, doi: 10.1002/j.1538-
7305.1948.tb01338.x.
[6] C. Ferwani, Paradox: Recursive Visual Entropy Key Derivation Engine (RVE-KDE). (Jun. 23, 2026). Zenodo. doi:
10.5281/ZENODO.20811708.
[7] National Institute of Standards and Technology (US), “Advanced Encryption Standard (AES),” National Institute of Standards and
Technology (U.S.), Washington, D.C., error: 197, 2001. doi: 10.6028/NIST.FIPS.197.
[8] Y. Nir and A. Langley, “ChaCha20 and Poly1305 for IETF Protocols,” RFC Editor, RFC7539, May 2015. doi: 10.17487/RFC7539.
[9] J.-P. Aumasson, S. Neves, Z. Wilcox-O’Hearn, and C. Winnerlein, “BLAKE2: Simpler, Smaller, Fast as MD5,” in Applied Cryptography
and Network Security, vol. 7954, M. Jacobson, M. Locasto, P. Mohassel, and R. Safavi-Naini, Eds., in Lecture Notes in Computer Science,
vol. 7954. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2013, pp. 119–135. doi: 10.1007/978-3-642-38980-1_8.
[10] E. Barker, “Recommendation for key management: part 1 - general,” National Institute of Standards and Technology, Gaithersburg, MD,
NIST SP 800-57pt1r5, May 2020. doi: 10.6028/NIST.SP.800-57pt1r5.
[11] K. Pearson, “X. On the criterion that a given system of deviations from the probable in the case of a correlated system of variables is such
that it can be reasonably supposed to have arisen from random sampling ,” Lond. Edinb. Dublin Philos. Mag. J. Sci., vol. 50, no. 302, pp.
157–175, Jul. 1900, doi: 10.1080/14786440009463897.
[12] A. F. Webster and S. E. Tavares, “On the Design of S-Boxes,” in Advances in Cryptology — CRYPTO ’85 Proceedings, vol. 218, H. C.
Williams, Ed., in Lecture Notes in Computer Science, vol. 218. , Berlin, Heidelberg: Springer Berlin Heidelberg, 1986, pp. 523–534. doi:
10.1007/3-540-39799-X_41.
[13] R. W. Hamming, “Error Detecting and Error Correcting Codes,” Bell Syst. Tech. J., vol. 29, no. 2, pp. 147–160, Apr. 1950, doi:
10.1002/j.1538-7305.1950.tb00463.x.
[14] M. Bellare, R. Canetti, and H. Krawczyk, “Keying Hash Functions for Message Authentication,” in Advances in Cryptology
a. CRYPTO ’96, vol. 1109, N. Koblitz, Ed., in Lecture Notes in Computer Science, vol. 1109. , Berlin, Heidelberg: Springer Berlin Heidelberg,
1996, pp. 1–15. doi: 10.1007/3-540-68697-5_1.
[15] T. M. Cover and J. A. Thomas, Elements of Information Theory, 1st ed. Wiley, 2005. doi: 10.1002/047174882X.
[16] P. Rogaway, “Nonce-Based Symmetric Encryption,” in Fast Software Encryption, vol. 3017, B. Roy and W. Meier, Eds., in Lecture Notes
in Computer Science, vol. 3017. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2004, pp. 348–358. doi: 10.1007/978-3-540-25937-4_22.
[17] L. Lamport, “Password authentication with insecure communication,” Commun. ACM, vol. 24, no. 11, pp. 770–772, Nov. 1981, doi:
10.1145/358790.358797.
[18] J. Blocki and S. Zhou, “On the Depth-Robustness and Cumulative Pebbling Cost of Argon2i,” in Theory of Cryptography, vol. 10677, Y.
Kalai and L. Reyzin, Eds., in Lecture Notes in Computer Science, vol. 10677. , Cham: Springer International Publishing, 2017, pp. 445–
465. doi: 10.1007/978-3-319-70500-2_15.
[19] H. Krawczyk, “Cryptographic Extraction and Key Derivation: The HKDF Scheme,” in Advances in Cryptology – CRYPTO 2010, vol. 6223,
T. Rabin, Ed., in Lecture Notes in Computer Science, vol. 6223. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2010, pp. 631–648. doi:
10.1007/978-3-642-14623-7_34.
[20] S. Josefsson and I. Liusvaara, “Edwards-Curve Digital Signature Algorithm (EdDSA),” RFC Editor, RFC8032, Jan. 2017. doi:
10.17487/RFC8032.
[21] L. Dorrendorf, Z. Gutterman, and B. Pinkas, “Cryptanalysis of the random number generator of the Windows operating system,” ACM
Trans. Inf. Syst. Secur., vol. 13, no. 1, pp. 1–32, Oct. 2009, doi: 10.1145/1609956.1609966.
[22] E. B. Barker and J. M. Kelsey, “Recommendation for Random Number Generation Using Deterministic Random Bit Generators,” National
Institute of Standards and Technology, NIST SP 800-90Ar1, Jun. 2015. doi: 10.6028/NIST.SP.800-90Ar1.
[23] C. E. Shannon, “Communication Theory of Secrecy Systems*,” Bell Syst. Tech. J., vol. 28, no. 4, pp. 656–715, Oct. 1949, doi:10.1002/j.1538-7305.1949.tb00928.x.
[24] J. Kelsey, B. Schneier, and N. Ferguson, “Yarrow-160: Notes on the Design and Analysis of the Yarrow Cryptographic Pseudorandom
Number Generator,” in Selected Areas in Cryptography, vol. 1758, H. Heys and C. Adams, Eds., in Lecture Notes in Computer Science,
vol. 1758. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2000, pp. 13–33. doi: 10.1007/3-540-46513-8_2.
[25] H. Martin, P. Martin-Holgado, P. Peris-Lopez, Y. Morilla, and L. Entrena, “On the Entropy of Oscillator-Based True Random Number
Generators under Ionizing Radiation,” Entropy, vol. 20, no. 7, p. 513, Jul. 2018, doi: 10.3390/e20070513.
[26] G. Ateniese, C. Blundo, A. De Santis, and D. R. Stinson, “Visual Cryptography for General Access Structures,” Inf. Comput., vol. 129, no.
2, pp. 86–106, Sep. 1996, doi: 10.1006/inco.1996.0076.
[27] M. Naor and A. Shamir, “Visual cryptography,” in Advances in Cryptology — EUROCRYPT’94, vol. 950, A. De Santis, Ed., in Lecture
Notes in Computer Science, vol. 950. , Berlin, Heidelberg: Springer Berlin Heidelberg, 1995, pp. 1–12. doi: 10.1007/BFb0053419.
[28] I. E. G. Richardson, Video Codec Design: Developing Image and Video Compression Systems, 1st ed. Wiley, 2002. doi:
10.1002/0470847832.
[29] A. Swaminathan, Yinian Mao, and Min Wu, “Robust and secure image hashing,” IEEE Trans. Inf. Forensics Secur., vol. 1, no. 2, pp. 215–
230, Jun. 2006, doi: 10.1109/TIFS.2006.873601.
[30] D. G. Lowe, “Distinctive Image Features from Scale-Invariant Keypoints,” Int. J. Comput. Vis., vol. 60, no. 2, pp. 91–110, Nov. 2004, doi:
10.1023/B:VISI.0000029664.99615.94.
[31] G. Ye, “Image scrambling encryption algorithm of pixel bit based on chaos map,” Pattern Recognit. Lett., vol. 31, no. 5, pp. 347–354, Apr.
2010, doi: 10.1016/j.patrec.2009.11.008.
[32] J. Fridrich, “Image encryption based on chaotic maps,” in 1997 IEEE International Conference on Systems, Man, and Cybernetics.
Computational Cybernetics and Simulation, Orlando, FL, USA: IEEE, 1997, pp. 1105–1110. doi: 10.1109/ICSMC.1997.638097.
[33] S. Li, G. Chen, and X. Mou, “ON THE DYNAMICAL DEGRADATION OF DIGITAL PIECEWISE LINEAR CHAOTIC MAPS,” Int. J.
Bifurc. Chaos, vol. 15, no. 10, pp. 3119–3151, Oct. 2005, doi: 10.1142/S0218127405014052.
[34] T. Pevný, T. Filler, and P. Bas, “Using High-Dimensional Image Models to Perform Highly Undetectable Steganography,” in Information
Hiding, vol. 6387, R. Böhme, P. W. L. Fong, and R. Safavi-Naini, Eds., in Lecture Notes in Computer Science, vol. 6387. , Berlin,
Heidelberg: Springer Berlin Heidelberg, 2010, pp. 161–177. doi: 10.1007/978-3-642-16435-4_13.
[35] T. Ristenpart and P. Rogaway, “How to Enrich the Message Space of a Cipher,” in Fast Software Encryption, vol. 4593, A. Biryukov, Ed.,
in Lecture Notes in Computer Science, vol. 4593. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2007, pp. 101–118. doi: 10.1007/978-
3-540-74619-5_7.
[36] R. C. Merkle, “A Digital Signature Based on a Conventional Encryption Function,” in Advances in Cryptology — CRYPTO ’87, vol. 293,
C. Pomerance, Ed., in Lecture Notes in Computer Science, vol. 293. , Berlin, Heidelberg: Springer Berlin Heidelberg, 1988, pp. 369–378.
doi: 10.1007/3-540-48184-2_32.
[37] Y. Dodis, L. Reyzin, and A. Smith, “Fuzzy Extractors: How to Generate Strong Keys from Biometrics and Other Noisy Data,” in Advances
in Cryptology - EUROCRYPT 2004, vol. 3027, C. Cachin and J. L. Camenisch, Eds., in Lecture Notes in Computer Science, vol. 3027. ,
Berlin, Heidelberg: Springer Berlin Heidelberg, 2004, pp. 523–540. doi: 10.1007/978-3-540-24676-3_31.
[38] B. Preneel and P. C. Van Oorschot, “MDx-MAC and Building Fast MACs from Hash Functions,” in Advances in Cryptology
a. CRYPT0’ 95, vol. 963, D. Coppersmith, Ed., in Lecture Notes in Computer Science, vol. 963. , Berlin, Heidelberg: Springer Berlin
Heidelberg, 1995, pp. 1–14. doi: 10.1007/3-540-44750-4_1.
[39] D. Hilbert, “Ueber die stetige Abbildung einer Line auf ein Fl�chenst�ck,” Math. Ann., vol. 38, no. 3, pp. 459–460, Sep. 1891, doi:
10.1007/BF01199431.
[40] H. Sagan, Space-Filling Curves. in Universitext. New York, NY: Springer New York, 1994. doi: 10.1007/978-1-4612-0871-6.
[41] B. Moon, H. V. Jagadish, C. Faloutsos, and J. H. Saltz, “Analysis of the clustering properties of the Hilbert space-filling curve,” IEEE
Trans. Knowl. Data Eng., vol. 13, no. 1, pp. 124–141, Feb. 2001, doi: 10.1109/69.908985.
[42] J. Fridrich, M. Goljan, and Rui Du, “Detecting LSB steganography in color, and gray-scale images,” IEEE Multimed., vol. 8, no. 4, pp. 22–
28, Dec. 2001, doi: 10.1109/93.959097.
[43] G. Bertoni, J. Daemen, M. Peeters, and G. Van Assche, “Keccak,” in Advances in Cryptology – EUROCRYPT 2013, vol. 7881, T. Johansson
and P. Q. Nguyen, Eds., in Lecture Notes in Computer Science, vol. 7881. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2013, pp. 313–
314. doi: 10.1007/978-3-642-38348-9_19.
[44] National Institute of Standards and Technology (US), “SHA-3 standard : permutation-based hash and extendable-output functions,” National
Institute of Standards and Technology (U.S.), Washington, D.C., error: 202, 2015. doi: 10.6028/NIST.FIPS.202.
[45] G. Bertoni, J. Daemen, M. Peeters, and G. Van Assche, “On the Indifferentiability of the Sponge Construction,” in Advances in Cryptology
– EUROCRYPT 2008, vol. 4965, N. Smart, Ed., in Lecture Notes in Computer Science, vol. 4965. , Berlin, Heidelberg: Springer Berlin
Heidelberg, 2008, pp. 181–197. doi: 10.1007/978-3-540-78967-3_11.
[46] D. Boneh, H. Corrigan-Gibbs, and S. Schechter, “Balloon Hashing: A Memory-Hard Function Providing Provable Protection Against
Sequential Attacks,” in Advances in Cryptology – ASIACRYPT 2016, vol. 10031, J. H. Cheon and T. Takagi, Eds., in Lecture Notes in
Computer Science, vol. 10031. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2016, pp. 220–248. doi: 10.1007/978-3-662-53887-6_8.
[47] P. Virtanen et al., “SciPy 1.0: fundamental algorithms for scientific computing in Python,” Nat. Methods, vol. 17, no. 3, pp. 261–272, Mar.
2020, doi: 10.1038/s41592-019-0686-2.
[48] R. C. Gonzalez, R. E. Woods, and B. R. Masters, “Digital Image Processing, Third Edition,” J. Biomed. Opt., vol. 14, no. 2, p. 029901, 2009,
doi: 10.1117/1.3115362.
[49] J. Canny, “A Computational Approach to Edge Detection,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-8, no. 6, pp. 679–698, Nov.
1986, doi: 10.1109/TPAMI.1986.4767851.
[50] N. Otsu, “A Threshold Selection Method from Gray-Level Histograms,” IEEE Trans. Syst. Man Cybern., vol. 9, no. 1, pp. 62–66, Jan. 1979,
doi: 10.1109/TSMC.1979.4310076.
[51] Y. Dodis, R. Ostrovsky, L. Reyzin, and A. Smith, “Fuzzy Extractors: How to Generate Strong Keys from Biometrics and Other Noi sy
Data,” SIAM J. Comput., vol. 38, no. 1, pp. 97–139, Jan. 2008, doi: 10.1137/060651380.
[52] G. Alagic et al., “Status report on the third round of the NIST Post-Quantum Cryptography Standardization process,” National Institute of
Standards and Technology (U.S.), Gaithersburg, MD, NIST IR 8413-upd1, Sep. 2022. doi: 10.6028/NIST.IR.8413-upd1.53] J. Alwen and J. Blocki, “Efficiently Computing Data-Independent Memory-Hard Functions,” in Advances in Cryptology – CRYPTO 2016,
vol. 9815, M. Robshaw and J. Katz, Eds., in Lecture Notes in Computer Science, vol. 9815. , Berlin, Heidelberg: Springer Berlin Heidelberg,
2016, pp. 241–271. doi: 10.1007/978-3-662-53008-5_9.
[54] M. J. Dworkin, “Recommendation for block cipher modes of operation : GaloisCounter Mode (GCM) and GMAC,” National Institute of
Standards and Technology, Gaithersburg, MD, NIST SP 800-38d, 2007. doi: 10.6028/NIST.SP.800-38d.
[55] E. Barker and A. Roginsky, “Transitioning the use of cryptographic algorithms and key lengths,” National Institute of Standards and
Technology, Gaithersburg, MD, NIST SP 800-131Ar2, Mar. 2019. doi: 10.6028/NIST.SP.800-131Ar2.
[56] M. Bellare and B. Tackmann, “The Multi-user Security of Authenticated Encryption: AES-GCM in TLS 1.3,” in Advances in Cryptology
– CRYPTO 2016, vol. 9814, M. Robshaw and J. Katz, Eds., in Lecture Notes in Computer Science, vol. 9814. , Berlin, Heidelberg: Springer
Berlin Heidelberg, 2016, pp. 247–276. doi: 10.1007/978-3-662-53018-4_10.
[57] I.-M. Sintorn and G. Borgefors, “Weighted distance transforms for volume images digitized in elongated voxel grids,” Pattern Recognit.
Lett., vol. 25, no. 5, pp. 571–580, Apr. 2004, doi: 10.1016/j.patrec.2003.12.006.
[58] A. J. Menezes, P. C. Van Oorschot, and S. A. Vanstone, Handbook of Applied Cryptography, 1st ed. CRC Press, 2018. doi:
10.1201/9780429466335.
[59] H. Corrigan-Gibbs and D. Kogan, “The Function-Inversion Problem: Barriers and Opportunities,” in Theory of Cryptography, vol. 11891,
D. Hofheinz and A. Rosen, Eds., in Lecture Notes in Computer Science, vol. 11891. , Cham: Springer International Publishing, 2019, pp.
393–421. doi: 10.1007/978-3-030-36030-6_16.
[60] D. J. Bernstein and T. Lange, “Non-uniform Cracks in the Concrete: The Power of Free Precomputation,” in Advances in Cryptology -
ASIACRYPT 2013, vol. 8270, K. Sako and P. Sarkar, Eds., in Lecture Notes in Computer Science, vol. 8270. , Berlin, Heidelberg: Springer
Berlin Heidelberg, 2013, pp. 321–340. doi: 10.1007/978-3-642-42045-0_17.
[61] D. L. Hoang, T. L. Tran, and V. L. Nguyen, “New proofs for pseudorandomness of HMAC-based key derivation functions (RFC 5869),” J.
Inf. Secur. Appl., vol. 93, p. 104179, Sep. 2025, doi: 10.1016/j.jisa.2025.104179.
[62] J. D. Hunter, “Matplotlib: A 2D Graphics Environment,” Comput. Sci. Eng., vol. 9, no. 3, pp. 90–95, 2007, doi: 10.1109/MCSE.2007.55.
[63] C. R. Harris et al., “Array programming with NumPy,” Nature, vol. 585, no. 7825, pp. 357–362, Sep. 2020, doi: 10.1038/s41586-020-2649-
2.
[64] D. A. McGrew and J. Viega, “The Security and Performance of the Galois/Counter Mode (GCM) of Operation,” in Progress in Cryptology
- INDOCRYPT 2004, vol. 3348, A. Canteaut and K. Viswanathan, Eds., in Lecture Notes in Computer Science, vol. 3348. , Berlin,
Heidelberg: Springer Berlin Heidelberg, 2004, pp. 343–355. doi: 10.1007/978-3-540-30556-9_27.
[65] D. J. Bernstein, “The Poly1305-AES Message-Authentication Code,” in Fast Software Encryption, vol. 3557, H. Gilbert and H. Handschuh,
Eds., in Lecture Notes in Computer Science, vol. 3557. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2005, pp. 32–49. doi:
10.1007/11502760_3.
[66] D. Boneh and M. Zhandry, “Quantum-Secure Message Authentication Codes,” in Advances in Cryptology – EUROCRYPT 2013, vol. 7881,
T. Johansson and P. Q. Nguyen, Eds., in Lecture Notes in Computer Science, vol. 7881. , Berlin, Heidelberg: Springer Berlin Heidelberg,
2013, pp. 592–608. doi: 10.1007/978-3-642-38348-9_35.
[67] P. L’Ecuyer and R. Simard, “TestU01: A C library for empirical testing of random number generators,” ACM Trans. Math. Softw., vol. 33,
no. 4, pp. 1–40, Aug. 2007, doi: 10.1145/1268776.1268777.
[68] D. J. Bernstein and T. Lange, “Post-quantum cryptography,” Nature, vol. 549, no. 7671, pp. 188–194, Sep. 2017, doi: 10.1038/nature23461.
[69] R. Canetti and H. Krawczyk, “Universally Composable Notions of Key Exchange and Secure Channels,” in Advances in Cryptology —
EUROCRYPT 2002, vol. 2332, L. R. Knudsen, Ed., in Lecture Notes in Computer Science, vol. 2332. , Berlin, Heidelberg: Springer Berlin
Heidelberg, 2002, pp. 337–351. doi: 10.1007/3-540-46035-7_22.
[70] National Institute of Standards and Technology (US), “Module-lattice-based key-encapsulation mechanism standard,” National Institute of
Standards and Technology (U.S.), Washington, D.C., NIST FIPS 203, Aug. 2024. doi: 10.6028/NIST.FIPS.203.
[71] L. E. Bassham et al., “A statistical test suite for random and pseudorandom number generators for cryptographic applications,” National
Institute of Standards and Technology, Gaithersburg, MD, NIST SP 800-22r1a, 2010. doi: 10.6028/NIST.SP.800-22r1a.
[72] A. Benito, E. Faber, and K. E. Smith, “Measuring Singularities with Frobenius: The Basics,” 2013, arXiv. doi: 10.48550/ARXIV.1309.4814.
[73] C. Beierle et al., “Lightweight AEAD and Hashing using the Sparkle Permutation Family,” IACR Trans. Symmetric Cryptol., pp. 208–261,
Jun. 2020, doi: 10.46586/tosc.v2020.iS1.208-261.
[74] Wiredfool et al., Pillow: 3.1.0. (Jan. 04, 2016). Zenodo. doi: 10.5281/ZENODO.44297.
[75] G. J. Milburn, “The thermodynamics of clocks,” 2020, doi: 10.48550/ARXIV.2007.02217.
[76] V. Matyas and Z. Riha, “Toward reliable user authentication through biometrics,” IEEE Secur. Priv., vol. 1, no. 3, pp. 45–49, May 2003,
doi: 10.1109/MSECP.2003.1203221.
[77] P. C. Kocher, “Timing Attacks on Implementations of Diffie-Hellman, RSA, DSS, and Other Systems,” in Advances in Cryptology —
CRYPTO ’96, vol. 1109, N. Koblitz, Ed., in Lecture Notes in Computer Science, vol. 1109. , Berlin, Heidelberg: Springer Berlin Heidelberg,
1996, pp. 104–113. doi: 10.1007/3-540-68697-5_9.
[78] R. Impagliazzo, L. A. Levin, and M. Luby, “Pseudo-random generation from one-way functions,” in Proceedings of the twenty-first annual
ACM symposium on Theory of computing - STOC ’89, Seattle, Washington, United States: ACM Press, 1989, pp. 12–24. doi:
10.1145/73007.73009.
[79] G. Goos, J. Hartmanis, J. Van Leeuwen, P. Kocher, J. Jaffe, and B. Jun, “Differential Power Analysis,” in Advances in Cryptology —
CRYPTO’ 99, vol. 1666, M. Wiener, Ed., in Lecture Notes in Computer Science, vol. 1666. , Berlin, Heidelberg: Springer Berlin Heidelberg,
1999, pp. 388–397. doi: 10.1007/3-540-48405-1_25.
[80] J. Alwen, J. Blocki, and K. Pietrzak, “Sustained Space Complexity,” in Advances in Cryptology – EUROCRYPT 2018, vol. 10821, J. B.
Nielsen and V. Rijmen, Eds., in Lecture Notes in Computer Science, vol. 10821. , Cham: Springer International Publishing, 2018, pp. 99–
130. doi: 10.1007/978-3-319-78375-8_4.
[81] D. J. Bernstein, T. Lange, and R. Niederhagen, “Dual EC: A Standardized Back Door,” in The New Codebreakers, vol. 9100, P. Y. A.
Ryan, D. Naccache, and J.-J. Quisquater, Eds., in Lecture Notes in Computer Science, vol. 9100. , Berlin, Heidelberg: Springer Berlin
Heidelberg, 2016, pp. 256–281. doi: 10.1007/978-3-662-49301-4_17.
[82] M. Bellare and P. Rogaway, “Random oracles are practical: a paradigm for designing efficient protocols,” in Proceedings of the 1st ACM
conference on Computer and communications security - CCS ’93 , Fairfax, Virginia, United States: ACM Press, 1993, pp. 62–73. doi:
10.1145/168588.168596.[83] F. Cao, S. C. Han, S. Long, C. Xu, and J. Poon, “Understanding Attention for Vision-and-Language Tasks,” 2022, arXiv. doi:
10.48550/ARXIV.2208.08104.
[84] K. Falconer, Fractal Geometry: Mathematical Foundations and Applications, 1st ed. Wiley, 2003. doi: 10.1002/0470013850.
[85] A. Baninajjar, A. Rezine, and A. Aminifar, “VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees,”
2023, arXiv. doi: 10.48550/ARXIV.2312.09748.
[86] B. Kaliski, J. Jonsson, and A. Rusch, “PKCS #1: RSA Cryptography Specifications Version 2.2,” RFC Editor, RFC8017, Nov. 2016.
doi: 10.17487/RFC8017.
[87] U. Uludag, S. Pankanti, S. Prabhakar, and A. K. Jain, “Biometric cryptosystems: issues and challenges,” Proc. IEEE, vol. 92, no. 6, pp.
948–960, Jun. 2004, doi: 10.1109/JPROC.2004.827372.
[88] M. Harrower and C. A. Brewer, “ColorBrewer.org: An Online Tool for Selecting Colour Schemes for Maps,” Cartogr. J., vol. 40, no. 1, pp.
27–37, Jun. 2003, doi: 10.1179/000870403235002042.
[89] The Grammar of Graphics. in Statistics and Computing. New York: Springer-Verlag, 2005. doi: 10.1007/0-387-28695-0.
[90] Feng Hao, R. Anderson, and J. Daugman, “Combining Crypto with Biometrics Effectively,” IEEE Trans. Comput., vol. 55, no. 9, pp. 1081–
1088, Sep. 2006, doi: 10.1109/TC.2006.138.
[91] N. K. Ratha, J. H. Connell, and R. M. Bolle, “Enhancing security and privacy in biometrics-based authentication systems,” IBM Syst. J.,
vol. 40, no. 3, pp. 614–634, 2001, doi: 10.1147/sj.403.0614.

Related Articles

2026

Artificial Intelligence in Learning and Teaching

2026

Admin Assist: An AI – Driven Configuration and Orchestration for Enterprise Application

2026

Enhancing Blood Group Identification using pigeon inspired optimization: An Innovative Approach

2026

Eco-Genius: Power Up Smart, Power Down Waste

2026

Crowd-Sourced Disaster Response and Rescue Assistant

2026

Unveiling Deepfake Detection Using Vision Transformers: A Survey and Experimental Study

Share Article

X
LinkedIn
Facebook
WhatsApp

Or copy link

https://www.indjcst.com/archives/paradox-recursive-visual-entropy-key-derivation-engine-rve-kde-experimental-framework-for-deterministic-image-based-cryptographic-key-generation

*Instagram doesn't support direct link sharing from web. Copy the link and share it in your Instagram story or post.