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Qinghua Zhou
Mr
Research Associate
,
Mathematics
1
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Research output
(4)
Similar Profiles
(5)
Research output
2
Article
1
Conference paper
1
Paper
Research output per year
Research output per year
2 results
Publication Year, Title
(descending)
Publication Year, Title
(ascending)
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Article
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2024
Coping with AI errors with provable guarantees
Tyukin, I. Y.
, Tyukina, T., Van helden, D. P., Zheng, Z., Mirkes, E. M.,
Sutton, O. J.
,
Zhou, Q.
,
Gorban, A. N.
& Allison, P.,
1 Sept 2024
,
In:
INFORMATION SCIENCES.
678
,
p. 120856
120856.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
Image Classification
100%
World Application
100%
Classifier
100%
Concept Drift
100%
Large Language Model
100%
How adversarial attacks can disrupt seemingly stable accurate classifiers
Sutton, O.
,
Zhou, Q.
,
Tyukin, I.
,
Gorban, A.
,
Bastounis, A.
& Higham, D.,
6 Sept 2024
, (Accepted/In press)
In:
Neural Networks.
180
, 106711.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
Classifier
100%
Adversarial Machine Learning
100%
Random Perturbation
50%
Image Classification
25%
Trained Neural Network
25%
83
Downloads (Pure)