Comparison of zero-shot learning performance metrics across different approaches.

Comparison of zero-shot learning performance metrics across different approaches.

<p>Comparison of zero-shot learning performance metrics across different approaches.</p>

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Bibliographic Details
Main Author: Adel Alshamrani (22022154) (author)
Published: 2025
Subjects:
Cell Biology
Ecology
Science Policy
Infectious Diseases
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
robust performance extends
results collectively demonstrate
federated knowledge sharing
enables rapid adaptation
detailed evaluation demonstrates
agent reinforcement learning
shot learning capabilities
shot hierarchical multi
adaptive cyber defense
novel attack patterns
advanced persistent threats
semantic mapping accuracy
reducing communication overhead
preserving data privacy
mean response time
high detection rate
framework &# 8217
federated hierarchical marl
day exploits compared
semantic mapping
preserving privacy
day exploits
novel threats
shot capability
containment rate
based detection
sophisticated threats
novel approach
traditional approaches
tasks managed
static rule
specialized sub
rapidly evolve
performing baseline
paper presents
often rely
known attacks
exploit vulnerabilities
efficient coordination
centralized monitoring
apts ).
adaptive zero
8 %.
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