The risks associated with a lumbar puncture include headaches, bleeding, infection, and, in rare cases, brain herniation. Headaches, known as post-dural puncture headaches, are the most common complication and result from leakage of CSF at the puncture site. Proper technique and the use of smaller gauge needles can minimize these risks.