A method of polishing a substrate with a polishing composition comprising an oxidizing agent and abrasive particles having a surface, said surface of the abrasive particles being at least partially modified with 1) at least one stabilizer compound comprising aluminum, boron, tungsten, or both, said stabilizer compound being bound via a covalent bond to said abrasive particles, and 2) an organic chelating compound, said chelating compound being bound via a covalent bond to said stabilizer compound. The organic chelating compounds include one or more of 1) a nitrogen-containing moiety and between one and five other polar groups; 2) a sulfur-containing moiety and between one and five other polar groups; and 3) between two and five polar groups selected from carboxylic acid groups or salts thereof and hydroxyl groups.