While ICSI is a relatively safe procedure, it does carry some risks. These include potential damage to the egg during injection, an increased risk of genetic abnormalities, and the possibility of multiple pregnancies. However, these risks are generally low, and the benefits of achieving a successful pregnancy often outweigh the potential drawbacks.