A strong hashing algorithm possesses several key features: 1. Collision Resistance: It should be computationally infeasible to find two different inputs that produce the same hash output. 2. Pre-image Resistance: Given a hash output, it should be infeasible to determine the original input. 3. Speed and Efficiency: The algorithm should be fast enough to process large volumes of data without compromising performance.