{"componentChunkName":"component---src-templates-person-person-tsx","path":"/person/Nianyun-Song-a69a84b5-e3f5-4777-a264-110399458046/","result":{"data":{"person":{"id":"a69a84b5-e3f5-4777-a264-110399458046","profilePicture":"https://www.bristol.ac.uk/media-library/sites/study/undergraduate/images/subject/quotes/quote-placeholder.jpg","profileType":"ACADEMIC","title":"Ms","firstName":"Nianyun","lastName":"Song","addresses":[{"firstLine":"Merchant Venturers Building","secondLine":"Woodland Road","thirdLine":"Bristol","fourthLine":null,"fifthLine":null,"postCode":"BS8 1UB","country":null}],"socialMedia":[],"expertiseTags":[],"biography":"I am a Visiting Research Associate at the University of Bristol and a PhD researcher at Beijing Normal University. My research focuses on AI security and privacy, with particular interests in privacy-preserving machine learning, secure neural network inference, trustworthy AI, and secure multi-party computation.<br /><br />My work explores how cryptographic and system-level techniques can protect sensitive data and models in cloud-based AI services while maintaining practical efficiency. I have worked on secure inference, model privacy, privacy-preserving verification, and efficient deployment of deep learning models under different security settings.","postNominals":null,"websiteLink":null,"email":"nianyun.song@bristol.ac.uk","telephone":[],"snippet":"My research focuses on AI security and privacy, including privacy-preserving machine learning, secure neural network inference, trustworthy AI, and efficient secure computation for cloud-based AI services.","teaching":null,"researchInterest":null,"relatedPeople":[{"id":"e35988a4-a78e-4429-a9f1-8d070d6c4fcf","weight":1,"firstName":"Xiyue","lastName":"Zhang","title":"Dr","profilePicture":"https://research-information.bris.ac.uk/ws/files/436340130/bio_XYZ_small.jpg","profileUrl":"/person/Xiyue-Zhang-e35988a4-a78e-4429-a9f1-8d070d6c4fcf/","role":"Lecturer","orgUnit":{"id":"c456da03-47e4-49ec-b20c-e6a387258308","name":"School of Computer Science","type":"School","url":"https://www.bristol.ac.uk/science-engineering/schools/computer-science/"}}],"positions":{"external":[],"internal":[{"role":"Visiting Research Associate","organisation":"School of Computer Science","url":"https://www.bristol.ac.uk/science-engineering/schools/computer-science/","tag":"School","active":true}]},"publications":{"total":"1","linkToPublications":"https://research-information.bris.ac.uk/en/persons/nianyun-song/publications/","all":[{"id":"5d8ae76b-38d2-444b-b724-b8f6acf9034e","title":"Privacy-Preserving Robustness Verification for Neural Networks: 42nd Conference on Uncertainty in Artificial Intelligence","url":"https://research-information.bris.ac.uk/en/publications/5d8ae76b-38d2-444b-b724-b8f6acf9034e","type":"Conference contribution","status":"Published","source":"UAI '26: Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence","authors":[{"firstName":"Nianyun","lastName":"Song","profileUrl":"/person/Nianyun-Song-a69a84b5-e3f5-4777-a264-110399458046/"},{"firstName":"et","lastName":"al.","profileUrl":null}],"date":"2026-09-02T00:00"}],"highlighted":[]},"thesis":null,"researchProjects":{"total":0,"linkToProjects":"https://research-information.bris.ac.uk/en/persons/nianyun-song/projects/","projects":[]},"thesisSupervisions":{"total":0,"linkToSupervisions":null,"supervisions":[]}},"site":{"siteMetadata":{"title":"Our People"}}},"pageContext":{"id":"a69a84b5-e3f5-4777-a264-110399458046","profileType":"ACADEMIC","firstName":"Nianyun","lastName":"Song","title":"Ms","profilePicture":"https://www.bristol.ac.uk/media-library/sites/study/undergraduate/images/subject/quotes/quote-placeholder.jpg","postNominals":null,"email":"nianyun.song@bristol.ac.uk","embedded":false,"featureToggles":{"research":true,"researchProjects":true,"thesisSupervisions":true,"thesis":true,"allPositions":true,"searchFilters":true}}},"staticQueryHashes":["2510609168","3397900109"]}