Old article, but straight from it paraphrases what ND fans believe:
The “rivalry” with Navy isn’t a rivalry at all. Rather, the Irish have a great amount of respect and gratitude towards the Midshipmen. The Irish and the “Middies” have played each other annually since 1927, making it the longest uninterrupted intersectional rivalry in the nation.