Addressing dog aggression towards people encountered during walks requires a multifaceted approach, prioritizing both safety and behavioral modification. Understanding the root cause of the aggression, whether it stems from fear, anxiety, or territorial instincts, is crucial. Management strategies, such as muzzle training and maintaining safe distances, are essential for immediate safety.