Impressions: The Art of Software Security Testing
TAOSST is a much shorter book, with more screen captures and less content. My impressions of TAOSST is that it is a good introduction to "identifying software security flaws" (as indicated by the subtitle), but if you want to truly learn how to accomplish that task you should read TAOSSA.
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This is a great book for getting someone the gist of software vulns assuming they don't ever have to practically work with them.