The object of criminal legal aid refers to the person in a criminal case who has the right or eligibility toapply for legal assistance and who receives it. According to jurispru- dence, the object (or aid recipient)...The object of criminal legal aid refers to the person in a criminal case who has the right or eligibility toapply for legal assistance and who receives it. According to jurispru- dence, the object (or aid recipient) is a party in a given legal case, who is granted legal aid. They are often among the disadvantaged group in criminal cases, since most of them are mentally challenged, lack free- dom or have health problems.' Both international and domestic laws have certain norms regarding objects of criminal legal aid. Our domestic law places more emphasis on "defen- dants" while downplaying "suspects" and "victims" in identifying objects.展开更多
Subjects in clinical trials, either patients with the target disease or healthy vohmteers, inevitably run a risk of injury or even death. To protect human subjects' rights to life and health, the Declaration of Helsi...Subjects in clinical trials, either patients with the target disease or healthy vohmteers, inevitably run a risk of injury or even death. To protect human subjects' rights to life and health, the Declaration of Helsinki has been developed as "a statement of ethical principles for medical research involving human subjects. Though widely regarded as a milestone in human research ethics, it is not a law or regulation, and is unable to effectively protect human subjects' rights. In this context, China beefs up its legal protection of clinical trial subjects.展开更多
The development of China's medical industry is very fast, which has provided a great help for people, but in the process, there are also a lot of problems violating the privacy of the patients. Based on these circums...The development of China's medical industry is very fast, which has provided a great help for people, but in the process, there are also a lot of problems violating the privacy of the patients. Based on these circumstances, we must offer the maximum protection of the privacy of the patients. From the point of view of the civil law, the medical institutions or the medical professionals must respect the patients, and protect the patients' privacy, so as to build a more harmonious relationship between the doctors and the patients.展开更多
A market economy requires the individual rights of citizens be protected, and that the exercising of those rights be regulated, whose realization depends on the legalization of human rights protection On the one hand...A market economy requires the individual rights of citizens be protected, and that the exercising of those rights be regulated, whose realization depends on the legalization of human rights protection On the one hand, individual rights must be protected by law On the other hand, a law-based society needs to be built so the boundaries of individual rights are clear, the exercising of those rights are regulated, conflicts between rights can be resolved through the courts, and the personal infringement of others’ rights and the overall interests of the society is prohibited by law During the 40 years of China’s ref orm and opening-up in China, the promotion of the legal protection of human rights mainly lies in three aspects: first, the important role of the rule of law plays in protecting human rights has been clarified; second, the four steps of the rule of law(scientific legislation, strict law enforcement, judicial justice and observance of the law by all Chinese citizens) have been strengthened to safeguard human rights fully and effectively; third, the Chinese human rights system under the rule of law has gradually been aligned with international norms.展开更多
Wan Exiang, professor of the Law School of Wuhan University, doubles as justice and vice-president of China's Supreme People's Court. He is also vice-chairman of the Revolutionary Committee of the Chinese Kuom...Wan Exiang, professor of the Law School of Wuhan University, doubles as justice and vice-president of China's Supreme People's Court. He is also vice-chairman of the Revolutionary Committee of the Chinese Kuomintang, one of the democratic parties in China, and member of the Tenth National Committee of the Chinese People's Political Consultative Conference, China's highest consulting body. Prof. Wan is reputed in China and abroad for his achievements in study of international human rights laws and also as the founder of the Wuhan University Center for Protection of the Rights of the Underprivileged in Society, the first of its kind ever set up in the country. Since its founding a decade ago, the center has won a fame for the quality legal services it renders to needy people in their tens of thousands, including disabled people, juveniles, women and workers laid off from state-owned enterprises in the course of China's economic restructuring. While a press favorite at home, the center has received coverage by the NHK TV of Japan, Washington Post of the United States, Phoenix TV of Hong Kong and numerous other media outside the Chinese mainland. Following is an interview with Prof. Wan Exiang, in which he discussed how human rights are protected under China's legal system and in what ways the system should be improved.展开更多
Since the 18th National Congress of the Communist Party of China (CPC), the system for the legal protection of human rignts under socialism with Chinese characteristics has experienced innowtive development. In part...Since the 18th National Congress of the Communist Party of China (CPC), the system for the legal protection of human rignts under socialism with Chinese characteristics has experienced innowtive development. In particular, the Decision on Certain Key Issues on Comprehensively Deepening Reform, which was adopted by the Third Plenary Session of the 18th CPC Central Committee, has made major reform arrangements related to the system and mechanisms for the legal protection of human rights under socialism with Chinese characteristics. Taking the theoretical and practical innovations since the 18th CPC National Congress in the protection of human rights as its perspective, this, article discusses new realms and new highlights in the legal protection of human rights.展开更多
December 2017 Contents PreambleⅠ.Improving the Legal Framework to Ensure Human RightsⅡ.Promoting Law-based Administration to Protect the Citizens’Lawful Rights and InterestsⅢ.Effectively Enhancing Judicial Protect...December 2017 Contents PreambleⅠ.Improving the Legal Framework to Ensure Human RightsⅡ.Promoting Law-based Administration to Protect the Citizens’Lawful Rights and InterestsⅢ.Effectively Enhancing Judicial Protection of Human RightsⅣ.Consolidating Social Mechanisms for Legal Protection of Human RightsⅤ.Strengthening the CPC Leadership over Legal Protection of Human RightsⅥ.Actively Promoting the Development of Global Human Rights Under the Rule of Law展开更多
One. On the constitutional principle for human rights In March 2004, the Constitution of the People’s Republic of China was revised at the Second Session of the Tenth National People’s Congress (NPC). The clause tha...One. On the constitutional principle for human rights In March 2004, the Constitution of the People’s Republic of China was revised at the Second Session of the Tenth National People’s Congress (NPC). The clause that "The state shall respect and protect human rights" was written into the Constitution for the first time, thus making the policy of the Chinese government and the ruling Communist Party for respecting and protecting human rights a constitutional principle and the will of the people and the state. The revision means stronger protection for human rights in China, and it is meant to promote the development of the country’s human rights cause in its展开更多
The 19;National Congress of the Communist Party of China established Xi Jinping’s socialist ideology with Chinese characteristics in a new era,and opened up a new era for the socialist construction with Chinese chara...The 19;National Congress of the Communist Party of China established Xi Jinping’s socialist ideology with Chinese characteristics in a new era,and opened up a new era for the socialist construction with Chinese characteristics.This indicates the direction for China’s human rights cause to move towards a new era,which has laid展开更多
Over the past 40 years of reform and opening up,the Party and the State have gained a richer and deeper understanding of human rights.In 1997,the 15;Communist Party of China National Congress Report put forward"r...Over the past 40 years of reform and opening up,the Party and the State have gained a richer and deeper understanding of human rights.In 1997,the 15;Communist Party of China National Congress Report put forward"respect for human rights".In 2004,the idea that"the State respects and protects human rights"was written into展开更多
In the digital age,the rise of digital human rights has become an important expansion in the field of human rights.When advancing digital prosecution strategies,prosecutorial agencies should pay greater attention to t...In the digital age,the rise of digital human rights has become an important expansion in the field of human rights.When advancing digital prosecution strategies,prosecutorial agencies should pay greater attention to the protection of digital human rights.The fragile state of digital human rights and the unique position of prosecutorial agencies in human rights protection make it imperative that prosecutorial agencies place more emphasis on fulfilling their responsibilities in legal oversight to promote the protection of digital human rights.Currently,prosecutorial agencies have strengthened the protection of digital human rights through such measures as promoting legal oversight with big data,enhancing the handling of criminal cases involving citizens'digital human rights,expanding the scope of public interest litigation protecting digital human rights,and improving their roles in civil and administrative prosecution.However,there are still challenges related to the inadequacy of updating the mindset,the incompleteness of measures,and the lack of innovation in mechanisms and systems.Therefore,prosecutorial agencies should further align with the implementation of digital prosecution strategies,update their human rights protection concepts,intensify efforts to combat cybercrime,strengthen the protection of citizens'personal information through prosecution,enhance public interest protection of collective digital human rights through public interest litigation,and actively innovate prosecutorial work mechanisms and systems to bolster the protection of digital human rights.展开更多
As an important rectifying mechanism to the involved parties-oriented civil litigation model,the mandatory attorney system requires the involved parties of a lawsuit to appoint a lawyer to represent them in the litiga...As an important rectifying mechanism to the involved parties-oriented civil litigation model,the mandatory attorney system requires the involved parties of a lawsuit to appoint a lawyer to represent them in the litigation,otherwise they will be rejected because the litigation requirements aren’t met.This seems to restrict the litigants’right to initiate a lawsuit by themselves.Through the arrangement of the system for the participation of lawyers in some litigation procedures,stages,and cases,coupled with the legal principle of litigation costs,the litigation costs sharing mechanism,legal aid,and other related supporting systems,it is not only a substantive guarantee for the litigants’right of action,but also can even strengthen the protection of the litigants’right of action in civil litigation.Based on the need to effectively protect and strengthen the litigants’right of action,combined with its civil litigation system and judicial operation environment,China should adopt a phased and gradual strategy to introduce and implement the mandatory attorney system in civil litigation while constantly improving its lawyer system,litigation costs system,legal aid system,and other related supporting systems.展开更多
The protection of minority rights and the construction of a multi-ethnic country are two aspects of the same historical process. Language is one of the most prominent characteristics and symbols of an ethnic group. Th...The protection of minority rights and the construction of a multi-ethnic country are two aspects of the same historical process. Language is one of the most prominent characteristics and symbols of an ethnic group. The diversity of languages is also the common wealth of the entire human race. Linguistic rights are an important part of the cultural rights of ethnic minorities. Recognizing and guaranteeing the rights of ethnic minorities to live, study, and work and to enjoy and develop their own culture and language is the significant contents of their rights. The Chinese government has always attached importance to the protection of cultural rights and other rights of ethnic minorities, including language rights. The Constitution of the People’s Republic of China, the National Regional Autonomy Law, and other laws and regulations as well as the National Human Rights Action Plan of China and other policy documents all have relevant provisions, which help to form a harmonious and diverse multi-ethnic development pattern.展开更多
Human germline genome editing has inherent risks in the use of the technologies, as well as unknown genetic and social risks. The application of such technologies by the present generations will adversely affect human...Human germline genome editing has inherent risks in the use of the technologies, as well as unknown genetic and social risks. The application of such technologies by the present generations will adversely affect human dignity, right to life and health, right to biological information integrity, genetic autonomy and other specific rights of future generations. Legal protection should be provided for the rights of future generations affected by human germline genome editing, which is supported by the theories of intergenerational equity,the intergenerational social contract and an intergenerational community with a shared future for human beings. In spite of the continuously improved regulation of germline genome editing in China, the attention paid to the rights of future generations remains insufficient.Learning from international legislation, in combination with the current research and applications of germline genome editing, China can strengthen the protection of the rights of future generations in the context of human germline gene editing from three aspects: clarifying the principles and contents regarding the rights protection of future generations, strengthening the oversight of germline genome editing,and promoting the implementation of laws and regulations such as the Biosecurity Law.展开更多
It's necessary to legalize political participation in contemporary China because of its value in protecting human rights in terms of function and value. That is, the legalization of political participation aims to pr...It's necessary to legalize political participation in contemporary China because of its value in protecting human rights in terms of function and value. That is, the legalization of political participation aims to promote human rights protec- tion. What's more, the legalization of political participation in contemporary China and the maturity of the pro- motion of interest coordination and the rule of law, also show the great development of democracy and politi- cal stability in China.展开更多
General Secretary Xi Jinping’s important statements on respecting and protecting human rights provide authoritative guidance for constructing a socialist human rights theory with Chinese characteristics. Based on his...General Secretary Xi Jinping’s important statements on respecting and protecting human rights provide authoritative guidance for constructing a socialist human rights theory with Chinese characteristics. Based on his remarks, the theoretical system of socialist human rights with Chinese characteristics is composed of four major parts: Functions of human rights, subjects of human rights, connotations of human rights and protection of human rights. The functions of human rights consist of people’s interests and free and all-round development. The former is the basic function, while the latter is the ultimate function. The subjects of human rights include collective human rights and individual human rights. The latter is the basis of the former, while the former is the latter’s guarantee. The connotations of human rights cover basic human rights, foremost human rights and specific human rights. The protection of human rights is composed of legal protection and international human rights governance. All five parts of the system of the socialist rule of law with distinctive Chinese features guarantee the protection of human rights. China has participated extensively in the cause of human rights in the world, protected the rights to subsistence and development of people in every corner of the world for a long time, actively promoted the reform of global governance of human rights and the construction of a community of a shared future for human beings, and highlighted the international legal protection of human rights.展开更多
The problem of data island hinders the application of big data in artificial intelligence model training,so researchers propose a federated learning framework.It enables model training without having to centralize all...The problem of data island hinders the application of big data in artificial intelligence model training,so researchers propose a federated learning framework.It enables model training without having to centralize all data in a central storage point.In the current horizontal federated learning scheme,each participant gets the final jointly trained model.No solution is proposed for scenarios where participants only provide training data in exchange for benefits,but do not care about the final jointly trained model.Therefore,this paper proposes a newboosted tree algorithm,calledRPBT(the originator Rights Protected federated Boosted Tree algorithm).Compared with the current horizontal federal learning algorithm,each participant will obtain the final jointly trained model.RPBT can guarantee that the local data of the participants will not be leaked,while the final jointly trained model cannot be obtained.It is worth mentioning that,from the perspective of the participants,the scheme uses the batch idea to make the participants participate in the training in random batches.Therefore,this scheme is more suitable for scenarios where a large number of participants are jointly modeling.Furthermore,a small number of participants will not actually participate in the joint training process.Therefore,the proposed scheme is more secure.Theoretical analysis and experimental evaluations show that RPBT is secure,accurate and efficient.展开更多
文摘The object of criminal legal aid refers to the person in a criminal case who has the right or eligibility toapply for legal assistance and who receives it. According to jurispru- dence, the object (or aid recipient) is a party in a given legal case, who is granted legal aid. They are often among the disadvantaged group in criminal cases, since most of them are mentally challenged, lack free- dom or have health problems.' Both international and domestic laws have certain norms regarding objects of criminal legal aid. Our domestic law places more emphasis on "defen- dants" while downplaying "suspects" and "victims" in identifying objects.
基金funded by the National Social Science Foundation of China (Grant No.14BFX161)
文摘Subjects in clinical trials, either patients with the target disease or healthy vohmteers, inevitably run a risk of injury or even death. To protect human subjects' rights to life and health, the Declaration of Helsinki has been developed as "a statement of ethical principles for medical research involving human subjects. Though widely regarded as a milestone in human research ethics, it is not a law or regulation, and is unable to effectively protect human subjects' rights. In this context, China beefs up its legal protection of clinical trial subjects.
文摘The development of China's medical industry is very fast, which has provided a great help for people, but in the process, there are also a lot of problems violating the privacy of the patients. Based on these circumstances, we must offer the maximum protection of the privacy of the patients. From the point of view of the civil law, the medical institutions or the medical professionals must respect the patients, and protect the patients' privacy, so as to build a more harmonious relationship between the doctors and the patients.
文摘A market economy requires the individual rights of citizens be protected, and that the exercising of those rights be regulated, whose realization depends on the legalization of human rights protection On the one hand, individual rights must be protected by law On the other hand, a law-based society needs to be built so the boundaries of individual rights are clear, the exercising of those rights are regulated, conflicts between rights can be resolved through the courts, and the personal infringement of others’ rights and the overall interests of the society is prohibited by law During the 40 years of China’s ref orm and opening-up in China, the promotion of the legal protection of human rights mainly lies in three aspects: first, the important role of the rule of law plays in protecting human rights has been clarified; second, the four steps of the rule of law(scientific legislation, strict law enforcement, judicial justice and observance of the law by all Chinese citizens) have been strengthened to safeguard human rights fully and effectively; third, the Chinese human rights system under the rule of law has gradually been aligned with international norms.
文摘Wan Exiang, professor of the Law School of Wuhan University, doubles as justice and vice-president of China's Supreme People's Court. He is also vice-chairman of the Revolutionary Committee of the Chinese Kuomintang, one of the democratic parties in China, and member of the Tenth National Committee of the Chinese People's Political Consultative Conference, China's highest consulting body. Prof. Wan is reputed in China and abroad for his achievements in study of international human rights laws and also as the founder of the Wuhan University Center for Protection of the Rights of the Underprivileged in Society, the first of its kind ever set up in the country. Since its founding a decade ago, the center has won a fame for the quality legal services it renders to needy people in their tens of thousands, including disabled people, juveniles, women and workers laid off from state-owned enterprises in the course of China's economic restructuring. While a press favorite at home, the center has received coverage by the NHK TV of Japan, Washington Post of the United States, Phoenix TV of Hong Kong and numerous other media outside the Chinese mainland. Following is an interview with Prof. Wan Exiang, in which he discussed how human rights are protected under China's legal system and in what ways the system should be improved.
文摘Since the 18th National Congress of the Communist Party of China (CPC), the system for the legal protection of human rignts under socialism with Chinese characteristics has experienced innowtive development. In particular, the Decision on Certain Key Issues on Comprehensively Deepening Reform, which was adopted by the Third Plenary Session of the 18th CPC Central Committee, has made major reform arrangements related to the system and mechanisms for the legal protection of human rights under socialism with Chinese characteristics. Taking the theoretical and practical innovations since the 18th CPC National Congress in the protection of human rights as its perspective, this, article discusses new realms and new highlights in the legal protection of human rights.
文摘December 2017 Contents PreambleⅠ.Improving the Legal Framework to Ensure Human RightsⅡ.Promoting Law-based Administration to Protect the Citizens’Lawful Rights and InterestsⅢ.Effectively Enhancing Judicial Protection of Human RightsⅣ.Consolidating Social Mechanisms for Legal Protection of Human RightsⅤ.Strengthening the CPC Leadership over Legal Protection of Human RightsⅥ.Actively Promoting the Development of Global Human Rights Under the Rule of Law
文摘One. On the constitutional principle for human rights In March 2004, the Constitution of the People’s Republic of China was revised at the Second Session of the Tenth National People’s Congress (NPC). The clause that "The state shall respect and protect human rights" was written into the Constitution for the first time, thus making the policy of the Chinese government and the ruling Communist Party for respecting and protecting human rights a constitutional principle and the will of the people and the state. The revision means stronger protection for human rights in China, and it is meant to promote the development of the country’s human rights cause in its
文摘The 19;National Congress of the Communist Party of China established Xi Jinping’s socialist ideology with Chinese characteristics in a new era,and opened up a new era for the socialist construction with Chinese characteristics.This indicates the direction for China’s human rights cause to move towards a new era,which has laid
文摘Over the past 40 years of reform and opening up,the Party and the State have gained a richer and deeper understanding of human rights.In 1997,the 15;Communist Party of China National Congress Report put forward"respect for human rights".In 2004,the idea that"the State respects and protects human rights"was written into
基金the result of China Law Society’s 2022 ministerial-level legal research project entitled“The Role of Prosecuting Bodies in the Judicial Protection of Human Rights”[Project No.CLS(2022)XZX35]。
文摘In the digital age,the rise of digital human rights has become an important expansion in the field of human rights.When advancing digital prosecution strategies,prosecutorial agencies should pay greater attention to the protection of digital human rights.The fragile state of digital human rights and the unique position of prosecutorial agencies in human rights protection make it imperative that prosecutorial agencies place more emphasis on fulfilling their responsibilities in legal oversight to promote the protection of digital human rights.Currently,prosecutorial agencies have strengthened the protection of digital human rights through such measures as promoting legal oversight with big data,enhancing the handling of criminal cases involving citizens'digital human rights,expanding the scope of public interest litigation protecting digital human rights,and improving their roles in civil and administrative prosecution.However,there are still challenges related to the inadequacy of updating the mindset,the incompleteness of measures,and the lack of innovation in mechanisms and systems.Therefore,prosecutorial agencies should further align with the implementation of digital prosecution strategies,update their human rights protection concepts,intensify efforts to combat cybercrime,strengthen the protection of citizens'personal information through prosecution,enhance public interest protection of collective digital human rights through public interest litigation,and actively innovate prosecutorial work mechanisms and systems to bolster the protection of digital human rights.
文摘As an important rectifying mechanism to the involved parties-oriented civil litigation model,the mandatory attorney system requires the involved parties of a lawsuit to appoint a lawyer to represent them in the litigation,otherwise they will be rejected because the litigation requirements aren’t met.This seems to restrict the litigants’right to initiate a lawsuit by themselves.Through the arrangement of the system for the participation of lawyers in some litigation procedures,stages,and cases,coupled with the legal principle of litigation costs,the litigation costs sharing mechanism,legal aid,and other related supporting systems,it is not only a substantive guarantee for the litigants’right of action,but also can even strengthen the protection of the litigants’right of action in civil litigation.Based on the need to effectively protect and strengthen the litigants’right of action,combined with its civil litigation system and judicial operation environment,China should adopt a phased and gradual strategy to introduce and implement the mandatory attorney system in civil litigation while constantly improving its lawyer system,litigation costs system,legal aid system,and other related supporting systems.
文摘The protection of minority rights and the construction of a multi-ethnic country are two aspects of the same historical process. Language is one of the most prominent characteristics and symbols of an ethnic group. The diversity of languages is also the common wealth of the entire human race. Linguistic rights are an important part of the cultural rights of ethnic minorities. Recognizing and guaranteeing the rights of ethnic minorities to live, study, and work and to enjoy and develop their own culture and language is the significant contents of their rights. The Chinese government has always attached importance to the protection of cultural rights and other rights of ethnic minorities, including language rights. The Constitution of the People’s Republic of China, the National Regional Autonomy Law, and other laws and regulations as well as the National Human Rights Action Plan of China and other policy documents all have relevant provisions, which help to form a harmonious and diverse multi-ethnic development pattern.
文摘Human germline genome editing has inherent risks in the use of the technologies, as well as unknown genetic and social risks. The application of such technologies by the present generations will adversely affect human dignity, right to life and health, right to biological information integrity, genetic autonomy and other specific rights of future generations. Legal protection should be provided for the rights of future generations affected by human germline genome editing, which is supported by the theories of intergenerational equity,the intergenerational social contract and an intergenerational community with a shared future for human beings. In spite of the continuously improved regulation of germline genome editing in China, the attention paid to the rights of future generations remains insufficient.Learning from international legislation, in combination with the current research and applications of germline genome editing, China can strengthen the protection of the rights of future generations in the context of human germline gene editing from three aspects: clarifying the principles and contents regarding the rights protection of future generations, strengthening the oversight of germline genome editing,and promoting the implementation of laws and regulations such as the Biosecurity Law.
文摘It's necessary to legalize political participation in contemporary China because of its value in protecting human rights in terms of function and value. That is, the legalization of political participation aims to promote human rights protec- tion. What's more, the legalization of political participation in contemporary China and the maturity of the pro- motion of interest coordination and the rule of law, also show the great development of democracy and politi- cal stability in China.
基金the“Research on Human Rights Theories and Discourses in Contemporary China”(Project No.22XNA006)the Scientific Research Foundation of Renmin University of China(sponsored by the Fundamental Research Funds for the Central Universities).
文摘General Secretary Xi Jinping’s important statements on respecting and protecting human rights provide authoritative guidance for constructing a socialist human rights theory with Chinese characteristics. Based on his remarks, the theoretical system of socialist human rights with Chinese characteristics is composed of four major parts: Functions of human rights, subjects of human rights, connotations of human rights and protection of human rights. The functions of human rights consist of people’s interests and free and all-round development. The former is the basic function, while the latter is the ultimate function. The subjects of human rights include collective human rights and individual human rights. The latter is the basis of the former, while the former is the latter’s guarantee. The connotations of human rights cover basic human rights, foremost human rights and specific human rights. The protection of human rights is composed of legal protection and international human rights governance. All five parts of the system of the socialist rule of law with distinctive Chinese features guarantee the protection of human rights. China has participated extensively in the cause of human rights in the world, protected the rights to subsistence and development of people in every corner of the world for a long time, actively promoted the reform of global governance of human rights and the construction of a community of a shared future for human beings, and highlighted the international legal protection of human rights.
基金National Natural Science Foundation of China(Grant No.61976064)the National Natural Science Foundation of China(Grant No.62172123).
文摘The problem of data island hinders the application of big data in artificial intelligence model training,so researchers propose a federated learning framework.It enables model training without having to centralize all data in a central storage point.In the current horizontal federated learning scheme,each participant gets the final jointly trained model.No solution is proposed for scenarios where participants only provide training data in exchange for benefits,but do not care about the final jointly trained model.Therefore,this paper proposes a newboosted tree algorithm,calledRPBT(the originator Rights Protected federated Boosted Tree algorithm).Compared with the current horizontal federal learning algorithm,each participant will obtain the final jointly trained model.RPBT can guarantee that the local data of the participants will not be leaked,while the final jointly trained model cannot be obtained.It is worth mentioning that,from the perspective of the participants,the scheme uses the batch idea to make the participants participate in the training in random batches.Therefore,this scheme is more suitable for scenarios where a large number of participants are jointly modeling.Furthermore,a small number of participants will not actually participate in the joint training process.Therefore,the proposed scheme is more secure.Theoretical analysis and experimental evaluations show that RPBT is secure,accurate and efficient.