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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
Adversarial Attacks and Defenses in Generative AI: A Comparative Analysis
Authors
Sanjay Kumar
Keywords
Artificial Intelligence, Adversarial, Generative, Gradient, Perturbation, Deep Learning
Abstract
This research paper explores the landscape of adversarial attacks and defenses in generative artificial intelligence (AI) systems. It provides an overview of different attack techniques and their impact on AI models. The paper also discusses various defense mechanisms, including adversarial training, randomization techniques, and model monitoring. Evaluating the effectiveness of attacks and defenses is discussed, along with the need for ongoing research to stay ahead of evolving threats. The research aims to enhance understanding of adversarial threats in generative AI and promote the development of secure deployment strategies for these technologies.
IJCRT's Publication Details
Unique Identification Number - IJCRT24A4508
Paper ID - 258141
Page Number(s) - n97-n103
Pubished in - Volume 12 | Issue 4 | April 2024
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Sanjay Kumar, "Adversarial Attacks and Defenses in Generative AI: A Comparative Analysis", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 4, pp.n97-n103, April 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A4508.pdf
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Volume 12 | Issue 7
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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