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Scopus Author ID: 57343580800

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Education and qualifications (1)

Anna University: Chennai, IN

Master of Engineering (Computer Science and Engineering)
Education
Source: Self-asserted source
Snofy D Dunston

Works (8)

AIPA: An Adversarial Imperceptible Patch Attack on Medical Datasets and its Interpretability

Computers & Security
2024-01 | Journal article
DOI: 10.1016/j.cose.2023.103574
Contributors: Snofy D Dunston; Mary Anita Rajam V
Source: check_circle
Crossref

Analysis of the Effect of Adversarial Training in Defending EfficientNet-B0 Model from DeepFool Attack

2023 3rd International Conference on Intelligent Communication and Computational Techniques, ICCT 2023
2023 | Conference paper
DOI: 10.1109/ICCT56969.2023.10075774
EID:

2-s2.0-85152210773
Contributors: Ashwin Muthuraman, A.; Balaaditya, M.; Dunston, S.D.; Mary Anita Rajam, V.
Source: Self-asserted source
Snofy D Dunston via Scopus - Elsevier

Understanding DeepFool Adversarial Attack and Defense with Skater Interpretations

WiSPNET 2023 - International Conference on Wireless Communications, Signal Processing and Networking
2023 | Conference paper
DOI: 10.1109/WiSPNET57748.2023.10134485
EID:

2-s2.0-85161965584
Contributors: Ramesh, D.; Sriram, I.; Sridhar, K.; Dunston, S.D.; Mary Anita Rajam, V.
Source: Self-asserted source
Snofy D Dunston via Scopus - Elsevier

Universal Adversarial Perturbation Attack on the Inception-Resnet-v1 model and the Effectiveness of Adversarial Retraining as a Suitable Defense Mechanism

2023 International Conference on Innovative Trends in Information Technology, ICITIIT 2023
2023 | Conference paper
DOI: 10.1109/ICITIIT57246.2023.10068722
EID:

2-s2.0-85151955041
Contributors: Senthil, R.; Ravishankar, L.; Dunston, S.D.; Mary Anita Rajam, V.
Source: Self-asserted source
Snofy D Dunston via Scopus - Elsevier

Feature selection and classification using bio‐inspired algorithms for the diagnosis of pulmonary emphysema subtypes

International Journal of Imaging Systems and Technology
2023-07 | Journal article
DOI: 10.1002/ima.22867
Contributors: Anisha Isaac; H. Khanna Nehemiah; Snofy D Dunston; A. Kannan
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Crossref
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Analysis of the Effect of Black Box Adversarial Attacks on Medical Image Classification Models

Proceedings of the 2022 3rd International Conference on Intelligent Computing, Instrumentation and Control Technologies: Computational Intelligence for Smart Systems, ICICICT 2022
2022 | Conference paper
DOI: 10.1109/ICICICT54557.2022.9917603
EID:

2-s2.0-85141342101
Contributors: Pranava Raman, B.M.S.; Anusree, V.; Sreeratcha, B.; Preeti Krishnaveni, R.A.; Dunston, S.D.; Rajam, M.A.V.
Source: Self-asserted source
Snofy D Dunston via Scopus - Elsevier

Analysis of the Impact of White Box Adversarial Attacks in ResNet While Classifying Retinal Fundus Images

IFIP Advances in Information and Communication Technology
2022 | Book
DOI: 10.1007/978-3-031-16364-7_13
EID:

2-s2.0-85140433883

Part of ISSN: 1868422X 18684238
Contributors: Bharath Kumar, D.P.; Kumar, N.; Dunston, S.D.; Rajam, V.M.A.
Source: Self-asserted source
Snofy D Dunston via Scopus - Elsevier

Feature selection using competitive coevolution of bio-inspired algorithms for the diagnosis of pulmonary emphysema

Biomedical Signal Processing and Control
2022-02 | Journal article
DOI: 10.1016/j.bspc.2021.103340
Part of ISSN: 1746-8094
Contributors: Anisha Isaac; H. Khanna Nehemiah; Snofy D. Dunston; V.R. Elgin Christo; A. Kannan
Source: Self-asserted source
Snofy D Dunston
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