Binney grew up in rural Pennsylvania and graduated with a Bachelor of Science degree in mathematics from the Pennsylvania State University in 1970.
After retiring from the NSA, he founded, together with fellow NSA whistleblower J. Kirk Wiebe, Entity Mapping, LLC, a private intelligence agency to market their analysis program to government agencies.