Screen readers ignore images without alternative text and say nothing, but users can set their preferences to read the file name.
JAWS precedes the alternative text with the word “graphic.” If the image is a link, JAWS precedes the alternative text with “graphic link.' They can even have the screen reader read words letter by letter, with the screen reader shouting/emphasizing the uppercase letters.