In the context of honeypots, what is a characteristic of high-interaction models?

High-interaction honeypots are designed to simulate real systems and applications to provide attackers with a fully interactive environment. This characteristic allows attackers to engage extensively, mimicking the behavior of legitimate systems, which yields valuable insights into their techniques and methodologies. High-interaction honeypots can run a variety of services and applications, making them attractive places for attackers who wish to explore and exploit vulnerabilities more thoroughly.

The complete interaction capability is essential because it allows security professionals to observe the entire attack lifecycle and gather comprehensive data on the attacker's actions. This data can be invaluable for understanding emerging threats and improving defenses.

In contrast, honeypots with limited engagement do not allow for this degree of interaction, making them less effective in gathering detailed information about attacks. Honeypots solely for data collection focus on passive monitoring rather than full interaction with attackers. Lastly, operating without detection is related to stealth; however, high-interaction honeypots are often designed to attract attackers rather than hide from them, providing a different purpose in the context of cybersecurity.