Acids and bases are defined by their properties in water. Acids increase hydronium ions and are sour, corrosive, and can react with metals, while bases increase hydroxide ions and are bitter and slippery. Examples of strong acids are sulfuric acid and phosphoric acid, while calcium hydroxide and barium hydroxide are strong bases. Acids and bases neutralize through a reaction that forms water and a salt. The pH scale measures acidity and basicity, with 7 being neutral.