Analysis of software security testing using metaheuristic search technique
Title | Analysis of software security testing using metaheuristic search technique |
Publication Type | Conference Paper |
Year of Publication | 2016 |
Authors | Khari, M., Vaishali, Kumar, M. |
Conference Name | 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) |
Keywords | composability, Conferences, cost effective, fitness function, genetic algorithm, genetic algorithms, genomics, heuristic, heuristic search technique, hill climbing, metaheuristic, metaheuristic search technique, particle swarm optimisation, particle swarm optimization techniques, program testing, pubcrawl, Scalability, Search Based Engineering, Search Based Testing, search problems, security, security of data, simulated annealing, Software, software assurance, software security testing analysis, tabu search, Testing |
Abstract | Metaheuristic search technique is one of the advance approach when compared with traditional heuristic search technique. To select one option among different alternatives is not hard to get but really hard is give assurance that being cost effective. This hard problem is solved by the meta-heuristic search technique with the help of fitness function. Fitness function is a crucial metrics or a measure which helps in deciding which solution is optimal to choose from available set of test sets. This paper discusses hill climbing, simulated annealing, tabu search, genetic algorithm and particle swarm optimization techniques in detail explaining with the help of the algorithm. If metaheuristic search techniques combine some of the security testing methods, it would result in better searching technique as well as secure too. This paper primarily focusses on the metaheuristic search techniques. |
URL | http://ieeexplore.ieee.org/document/7724645/ |
Citation Key | khari_analysis_2016 |
- program testing
- testing
- tabu search
- software security testing analysis
- software assurance
- Software
- simulated annealing
- security of data
- security
- search problems
- Search Based Testing
- Search Based Engineering
- Scalability
- pubcrawl
- composability
- particle swarm optimization techniques
- particle swarm optimisation
- metaheuristic search technique
- metaheuristic
- hill climbing
- heuristic search technique
- heuristic
- genomics
- genetic algorithms
- genetic algorithm
- fitness function
- cost effective
- Conferences