An "Anti-Manipulation" price action strategy aims to identify and avoid trading situations where a security's price is being artificially influenced by large market players, often through tactics like "pump and dump" schemes, by focusing heavily on analyzing price patterns, volume, and key support and resistance levels to identify potential manipulation signs before making trading decisions.