Auror I Display

Auror: defending against poisoning attacks in collaborative deep learning systems

Deep learning in a collaborative setting is emerging as a cornerstone of many upcoming applications, wherein untrusted users collaborate to generate more accurate models. From the security perspective, this opens collaborative deep learning to poisoning attacks, wherein adversarial users deliberately alter their inputs to mis-train the model. These attacks are known for machine learning systems...

gCubik+i Virtual 3D Aquarium: Interfacing a Graspable 3d Display with a Tabletop Display

We propose gCubik+i as a new interactive platform that naturally interfaces a 3D display with a tabletop display. The proposed platform is suitable for group collaboration and it introduces two novel interaction paradigms to existing tabletop display applications: 1) natural switching between the shared working spaces of the table and the users’ hands; and 2) transforming static 2D images into ...

DNA Display I. Sequence-Encoded Routing of DNA Populations

Recently reported technologies for DNA-directed organic synthesis and for DNA computing rely on routing DNA populations through complex networks. The reduction of these ideas to practice has been limited by a lack of practical experimental tools. Here we describe a modular design for DNA routing genes, and routing machinery made from oligonucleotides and commercially available chromatography re...

i-ball: interactive information display like a crystal ball

Executive Overview: An object-oriented spatial display, which allows a user to observe 3D objects from any direction, is one of the emerging technologies in the field of visual interactive displays. The authors proposed and developed a new display of this type. Since the developed system is spherical and transparent, it looks like a crystal ball and is very attractive and expressive. Furthermor...

Display Exquisite Ligand Specificity Peptide-MHC Class I Tetrameric Complexes