hybrid-optimization

Hybrid Firefly and Particle Swarm Optimization

Hybrid Firefly and Particle Swarm Optimization (HFPSO) is a powerful optimization algorithm that combines the best features of firefly and particle swarm optimization. What is Optimization? Optimization is the process of finding the best solution to a given problem given certain constraints. There are many different optimization algorithms that can be used to solve a wide variety of problems in fields such as engineering, finance, and computer science. What is Firefly Optimization? Firefly

MEUZZ

What is MEUZZ? MEUZZ is a machine learning-based hybrid fuzzer that uses supervised machine learning to determine adaptive and generalizable seed scheduling in determining the yields of hybrid fuzzing. It determines which new seeds are likely to produce better fuzzing yields based on the knowledge learned from past seed scheduling decisions made on the same or similar programs. MEUZZ uses a series of features extracted via code reachability and dynamic analysis to establish its learning, which