Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, May, 2020Cataloged from the official PDF of thesis.Includes bibliographical references (pages 157-168).One of the fundamental goals of cryptography is to be able to offer security and privacy without sacrificing functionality. Cryptographers have been able to achieve the best of all three by exploiting the assumed hardness of some problems (e.g. discrete log), and have been able to build protocols for secure multiparty computation, collision-resistant hash functions, public key cryptography, and much more. This thesis explores three facets of this balance. First, we delve into Topology-Hiding Computation, which is multiparty com...