James Bailey

TL;DR: In this article, a universal adversarial trigger is used as the backdoor trigger to attack video recognition models, a situation where backdoor attacks are likely to be challenged by the above 4 strict conditions, i.e., scenarios with more input dimensions (e.g., videos), scenarios with high resolution, scenarios with a large number of classes and few examples per class, and attacks with access to correct labels.

TL;DR: This report starts by outlining aspects of querying and updating resources on the Web and on the Semantic Web, including the development of query and update languages to be carried out within the Rewerse project.

TL;DR: Two basic view maintenance algorithms are proposed using the use of tags to derive a tagged counting algorithm that further reduces the communication cost, and the performance analysis identifies the situations where a particular algorithm is superior to others.

TL;DR: A general mathematical model for the dynamic behaviour of a multi-compartment respiratory system in response to an arbitrary applied inspiratory pressure is developed and it is shown that the periodic orbit generated by this system is globally asymptotically stable.

TL;DR: A novel cellular trajectory inference method which requires only the user's connected cell tower location, time and speed information and does not require any historical trajectory information or pre-training and incurs low storage and computation costs is proposed.