A person with prolonged usage of contact lenses presented with irritation of left eye. A diagnosis of keratitis was made and corneal scrapings revealed growth of multidrug resistant pseudomonas aeroginosa. Which of the following, best explains the mechanism of antimicrobial resistance in these isolated pseudomonas aeroginosa strains?