GeneticSecOps: Harnessing Heuristic Genetic Algorithms for Automated Security Testing and Vulnerability Detection in DevSecOps.
Pratik ThantharateAnurag ThantharatePublished in: IC3I (2023)
Keyphrases
- genetic algorithm
- penetration testing
- simulated annealing
- security vulnerabilities
- object detection
- artificial neural networks
- evolutionary algorithm
- risk assessment
- intrusion detection
- tabu search
- multi objective
- automated analysis
- evolutionary computation
- neural network
- computer security
- automatic detection
- information security
- fitness function
- test cases
- fuzzy logic
- access control
- false positives
- parallel genetic algorithm
- dynamic programming
- security analysis
- genetic programming
- human operators
- security issues
- particle swarm optimization
- detection algorithm
- collective intelligence
- security mechanisms
- detection rate
- beam search
- anomaly detection
- combinatorial optimization
- security threats
- search algorithm
- buffer overflow
- lower bound