SEML: Self-Supervised Information-Enhanced Meta-learning for Few-Shot Text Classification
Training a deep-learning text classification model usually requires a large amount of labeled data, yet labeling data are usually labor-intensive and time-consuming.
Hui Li +5 more
doaj +1 more source
A policy and program for invigorating science and technology for national security: consultation paper – April 2014 [PDF]
This paper outlines the development of a new science and technology (S&T) policy for national security, and invites submissions. Introduction The Hon Stuart Robert MP, Assistant Minister for Defence is championing the development of a new framework
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Stakeholder involvement, motivation, responsibility, communication: How to design usable security in e-Science [PDF]
e-Science projects face a difficult challenge in providing access to valuable computational resources, data and software to large communities of distributed users.
Sasse, MA +5 more
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Log Analyzer To Detect Malicious Attacks Based On Pattern Matching [PDF]
The Log Analyzer scan through the system logs and search for patterns found in particular cyber threat and come to conclusion whether a system is infiltrated and data is being breached, given if the patterns of cyber threat match with the system logs and
Murthy N. N. A. G. Sadasiva +3 more
doaj +1 more source
Unified Model for Data Security -- A Position Paper [PDF]
One of the most crucial components of modern Information Technology (IT) systems is data. It can be argued that the majority of IT systems are built to collect, store, modify, communicate and use data, enabling different data stakeholders to access and ...
Ko, Ryan K. L. +5 more
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A novel risk assessment and optimisation model for a multi-objective network security countermeasure selection problem [PDF]
Budget cuts and the high demand in strengthening the security of computer systems and services constitute a challenge. Poor system knowledge and inappropriate selection of security measures may lead to unexpected financial and data losses.
Maple, Carsten +3 more
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Construction of a Technological Security Risk Monitoring and Early Warning System
The technological revolution under geopolitics has intensified the risks of China’s scientific and technological security. Building a risk monitoring and early warning system in the field of scientific and technological security is of great significance ...
Liu Xiaofeng +3 more
doaj +1 more source
Marsh Seeks to Capitalize on Bio-Threat Technology [PDF]
Center for Homeland Defense and Security, PRESS RELEASESCaptain Bryon Marsh had a vision to capitalize on emerging bio-threat detection technology when he enrolled at the Naval Postgraduate School Center for Homeland Defense and Security.
Center for Homeland Defense and Security
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In federated intrusion detection, the non-independent and identically distributed (non-IID) nature of data leads to an imbalanced distribution of tail attack categories across edge devices. This imbalance amplifies category bias after global aggregation,
Kejun Zhang +6 more
doaj +1 more source
Identifying the science and technology dimensions of emerging public policy issues through horizon scanning [PDF]
Public policy requires public support, which in turn implies a need to enable the public not just to understand policy but also to be engaged in its development.
Sarah Castell +237 more
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