Concept:The verb "caution" often takes the preposition "against" when warning about a danger.Explanation:"Cautioned against" means warned to avoid or be careful of something.Here, the public is warned to be careful of pickpockets.So, the correct phrase is "cautioned against pickpockets."Answer:B. against