Appendix: Experiments Data

Experiments Data

The link to download the data of the experiments discussed in Section 4 of [2] is the following:

https://lucamariot.org/files/datasets/dataset_tpnc_2015.zip

For each run, the fitness of the best solution found by the relevant heuristic algorithm is reported. If the best solution is a Boolean function, then the decimal representation of its truth table is given, which can be used to verify its cryptographic properties with the program TestSingleBoolFunProp (see attached code). Otherwise, the decimal representation of the nearest Boolean function is reported.

Bibliography

1

Clark, J.A., Jacob, J., Maitra, S., Stanica, P.: Almost Boolean Functions: The Design of Boolean Functions by Spectral Inversion. Comput. Intell. 20(3):450-462 (2004)

2

Mariot, L., Leporati, A.: A Genetic Algorithm for Evolving Plateaued Cryptographic Boolean Functions. In: Dediu, A.-H., Magdalena, L., Martin-Vide, C. (eds.) Proceedings of TPNC 2015. LNCS, vol. 9477, pp. 33-45. Springer (2015)