computer errors can happen due to a variety of reasons. sometimes, errors occur because of bugs or flaws in the software code. other times, errors may arise from hardware issues, such as faulty components or improper connections. additionally, errors can result from user mistakes, like incorrect...
Research on defenses against model poisoning attacks in federated learning generally falls into three categories: Byzantine aggregation, leveraging model characteristic differences, and secure hardware.Given the variety of existing poisoning attacks, many detection and defense studies have emerged19...
applies it, and informs the bootloader of the update. It also needs to allow for post-installation operations to take place. The bootloader then starts a hardware watchdog and tries to boot. If the boot succeeds, the hardware watchdog is deactivated; if not,...
Results: In the qualitative section, 55 basic concepts, of eighteen sub-categories, and four general categories are extracted, The four general categories are: 1) individual barriers (skills and knowledge - motivation and attitude); 2) economic barriers (financial resources - cost...
When a host within an organization's network is infected or otherwise compromised, responders need to quickly identify the affected host and user. In some organizations, this could involve reviewing a packet capture (pcap) of network traffic generated by the affected host. ...
Most recently, the extension of legal deposit provisions to non-print works in 2013 has meant that the British Library -working in conjunction with the other UK legal deposit libraries -has begun to collect new categories of digital content, including periodic harvests of the UK Web domain. In...
(2010) use GIS to overlay multiple data layers, including coastal elevation, parcel value, and land use and zoning categories. They estimate the value of property at risk of inundation, and then, using the cost of different adaptation strategies such as beach nourishment, elevation, armoring, ...
an epoch is completed. These hyperparameters typically need to be adjusted based on the hardware and the characteristics of the dataset. The hardware configuration for this study includes an NVIDIA RTX3090Ti GPU with 24 GB of memory and a 6-core Xeon Gold 6142 CPU. Given the high demands of...
We find that applying SpeakEasy once again, to each of these broad categories of cell types, identifies sub-communities with higher correspondence to the tissue of origin and cell type, considered together (Table 4). Thus, successive applications of SpeakEasy clustering results may reflect ...
In particularly useful embodiments, the compatibility report may include scores based on similarity of certain traits, with scores generated for a multitude of categories. Different traits may be represented as elements of a user model. For example, where users are members of a dating service, the...