African Approaches to Intellectual Property: Intellectual Property, Development and the Contested Meanings of Decolonisation by Ntokozo Dladla

“…The term “decolonisation” has been revived more recently in intellectual property (IP) jurisprudence. This article attempts to trace the evolution of its usage in the work of two prominent IP scholars, Ruth L. …”
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Intellectual Property Rights: Institutional Approach by S. P. Rogozhin, S. L. Sazanova

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Intellectual Property Management: European Universities Experience by A. Yu. Kalinin, Yu. V. Nechepurenko

Subjects: “…intellectual property…”
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Intellectual Property Protection for Graphical User Interfaces by Mohammad Mahdi Kateb Damghani, Bagher Ansari

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Intellectual Property: Investments and International Technology Transfer by V. V. Pirogova

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ETHICAL PRINCIPLES AND AI IN INTELLECTUAL PROPERTY LAW by Ileana Ioana BÎLBĂ

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Health Diplomacy and Intellectual Property Cooperation within BRICS by Elen de Paula Bueno, Luiza Maria Martins, Maria Antônia Melo Beraldo

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Survey on intellectual property protection for deep learning model by Xinya WANG, Guang HUA, Hao JIANG, Haijian ZHANG

“…With the rapid development of deep learning technology, deep learning models have been widely used in many fields such as image classification and speech recognition.Training a deep learning model relies on a large amount of data and computing power, thus selling the trained model or providing specific services (DLaaS, e.g.) has become a new business.However, the commercial interests of model trainers and the intellectual property rights of model developers may be violated if the model is maliciously stolen.With deep neural network watermarking becoming a new research topic, multimedia copyright protection techniques were used for deep learning model protection.Numerous methods have been proposed in this field and then a comprehensive survey is needed.the existing deep neural network watermarking methods were elaborated and summarized and the future research directions of this field were discussed.The overall framework of neural network watermarking was presented, whereby the basic concepts such as classification model and model backdoor were introduced.Secondly, the existing methods were divided into two types according to the mechanism of watermark embedding, one is to embed the watermark bits into the carrier of internal information of the network, and the other one uses the established backdoor mapping as the watermark.These two existing deep neural network watermarking methods were analyzed and summarized, and attacks to the watermarks were also introduced and discussed.By analyzing the white-box and black-box conditions in watermarking scenario, it comes to the conclusion that the model is difficult to be effectively protected when it is distributed in the white-box manner, and the neural network watermark defenses in the black-box distribution and black-box verification are both worthy for further research.…”
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ЕNGINEERING EDUCATION, BUSINESS AND MANAGEMENT OF INTELLECTUAL PROPERTY by Sergey R. Borisov, Boris N. Korobets

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Bioprinting and Intellectual Property: Challenges, Opportunities, and the Road Ahead by Antreas Kantaros, Theodore Ganetsos, Florian Ion Tiberiu Petrescu, Elli Alysandratou

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Technology transfer, intellectual property, and the fight for the soul of WHO. by Melissa Barber

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Who owns the Atoms? Nanotechnology and Intellectual Property Rights by Tomás Javier Carrozza, Susana Silvia Brieva

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Russian Higher Education and Science on the Intellectual Property Market by K. Yu. Kazantsev, S. I. Chernykh

Subjects: “…intellectual property…”
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Doctrinal Approaches on determining the Content of Intellectual Property Right by O. V. Pikhurets, A. O. Pikhurets

“…Exclusive (property) rights are positive rights that include the right to use and dispose the object of intellectual property rights. Defіcіencіes аnd gарs іn the system of cіvіl lаw рrotectіon of рersonаl non-рroрerty аnd рroрerty (exclusіve) rіghts of іntellectuаl рroрerty rіghts hаve been іdentіfіed. …”
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Regulation of Intellectual Property Rights (IPR) in Artworks by Robots and Algorithms by Febrina Raevita, Nur Lailatuka Syafa’atul Uzma, Muhammad Alfarizy

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METHODOLOGICAL ASPECTS OF INTELLECTUAL PROPERTY PRODUCTS ACCOUNTING IN MACROECONOMIC STATISTICS by A. Abroskin, N. Abroskina

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