diff --git a/docs/source/whitepaper/corda-introductory-whitepaper.tex b/docs/source/whitepaper/corda-introductory-whitepaper.tex
index 9932284109..a5a9977150 100644
--- a/docs/source/whitepaper/corda-introductory-whitepaper.tex
+++ b/docs/source/whitepaper/corda-introductory-whitepaper.tex
@@ -16,6 +16,14 @@
 \renewcommand{\thefootnote}{\alph{footnote}}
 \setlength\epigraphwidth{4.5cm}
 \setlength\epigraphrule{0pt}
+% Get rid of ugly boxes around clickable links
+\usepackage{xcolor}
+\hypersetup{
+colorlinks,
+linkcolor={blue!50!black},
+citecolor={blue!50!black},
+urlcolor={blue!80!black}
+}
 
 \begin{document}