Side Channels
Side-Channel Aware FuzzingPhilip Sperl and Konstantin Böttinger NetSpectre: Read Arbitrary Memory over NetworkMichael Schwarz, Martin Schwarzl, Moritz Lipp, Jon Masters and Daniel Gruss maskVerif: Automated Verification of Higher-Order Masking in Presence of Physical DefaultsGilles Barthe, Sonia Belaïd, Gaëtan Cassiers, Pierre-Alain Fouque, Benjamin Grégoire and François-Xavier Standaert Automated Formal Analysis of Side-Channel Attacks on Probabilistic SystemsChris … Continued
Information Leakage
The Leakage-Resilience DilemmaBryan Ward, Richard Skowyra, Chad Spensky, Jason Martin and Hamed Okhravi A Taxonomy of Attacks using BGP BlackholingLoïc Miller and Cristel Pelsser Local Obfuscation Mechanisms for Hiding Probability DistributionsYusuke Kawamoto and Takao Murakami A First Look into Privacy Leakage in 3D Mixed Reality DataJaybie de Guzman, Kanchana Thilakarathna and Aruna Seneviratne
Keynote – The Insecurity of Machine Learning: Problems and Solutions
Session Chair: Steve Schneider The development of deep neural networks in the last decade had revolutionized machine learning and led to major improvements in the precision with which we can perform many computational tasks. However, the discovery five years ago of adversarial examples in which tiny changes in the input can fool well trained neural … Continued