GitHub / khalooei / LSA
LSA : Layer Sustainability Analysis framework for the analysis of layer vulnerability in a given neural network. LSA can be a helpful toolkit to assess deep neural networks and to extend the adversarial training approaches towards improving the sustainability of model layers via layer monitoring and analysis.
JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/khalooei%2FLSA
PURL: pkg:github/khalooei/LSA
Stars: 18
Forks: 6
Open issues: 0
License: mit
Language: Python
Size: 33.8 MB
Dependencies parsed at: Pending
Created at: over 3 years ago
Updated at: about 2 months ago
Pushed at: over 3 years ago
Last synced at: about 1 month ago
Topics: adversarial-attacks, adversarial-defense, adversarial-machine-learning, deep-learning, deep-neural-networks, interpretability, interpretable-machine-learning, neural-network