Abstract: The present application discloses a vulnerability detection method and apparatus, an electronic device and a storage medium, and relates to the field of vulnerability processing and the like. The specific implementation is as follows: implanting an agent into a target object, and performing, by the agent, preprocessing of taint tracking on actual running information of the target object, to obtain target running information to be loaded after the preprocessing; executing the target running information till a taint monitoring point for the taint tracking, to obtain taint information and probe information; and transmitting the taint information and the probe information to a scanning end, to construct, at the scanning end, a vulnerability detection request for vulnerability detection, according to the taint information and the probe information.