With the increasing adoption of robotic systems in various domains, ensuring their security has become a paramount concern. Robotic security attacks pose significant risks, including disruption of critical infrastructure, compromise of sensitive data, and threats to public safety. Understanding the landscape of these attacks, their associated risks, vulnerabilities, and issues, and developing effective countermeasures are crucial for safeguarding robotic systems and mitigating potential harms. This research paper investigates the landscape of robotic security by analyzing attacks, risks, vulnerabilities, issues, and countermeasures associated with these systems. The paper aims to provide a comprehensive understanding of the challenges faced in securing robotic systems and offers practical solutions to mitigate the risks. Furthermore, the paper outlines future research directions and highlights the importance of industry standards and regulations in establishing secure and trustworthy robotic systems.