Research Article
Cloud-Assisted Privacy-Preserving Method for Healthcare Using Adaptive Fractional Brain Storm Integrated Whale Optimization Algorithm
Table 1
Algorithmic procedure of the developed AFBS-WOA for privacy-preserved healthcare data publishing.
| 1 | Perturbed database retrieval using proposed AFBS-WOA | 2 | Input: input database | 3 | Output: perturbed data | 4 | Parameters: Search agent , highest iteration , optimized search agent | 5 | Initiate the algorithmic parameters | 6 | For all element in database | 7 | Calculate the secret key (apply AFBS-WOA) | 8 | Calculate the Tracy Singh product based on input database as well as optimal key matrix | 9 | Calculate secret key from optimal key matrix | 10 | Perturbed database | 11 | End for | 12 | End | 13 | //Developed AFBS-WOA algorithm | 14 | Initiate | 15 | Arbitrarily initialize whale population | 16 | Estimate the fitness measure using maximum privacy as well as utility | 17 | While | 18 | For every | 19 | If | 20 | If | 21 | | 22 | Else if | 23 | | 24 | End if | 25 | Else if | 26 | If | 27 | | 28 | Else if | 29 | Update the solution using AFBSO | 30 | End if | 31 | End if | 32 | End for | 33 | Evaluate if exceeds the search space | 34 | Renew for optimal solution | 35 | | 36 | End while | 37 | Return optimal solution | 38 | End |
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