Huawei Research Center Germany & Austria
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
Full-timeOn-siteJunior
München
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HUHuawei Research Center Germany & Austria
PhD Student: Privacy Enhancing Technologies for LLMs and AI agents(m/w/x)
München
Full-timeOn-siteJunior
AI/ML
Nejo AI Summary
Developing novel privacy methods for large language models and AI agent systems, mitigating data leakage and prompt extraction at global ICT solutions provider. Master's in CS/Math/Eng, ML/DL/NLP background, proficient Python, and LLM/agent systems familiarity required. Healthy canteen meals, German and Mandarin language courses.
Requirements
- Master’s degree in computer science, mathematics, engineering, or related field
- Background in machine learning, deep learning, or natural language processing
- Proficient Python skills and deep learning framework experience
- Familiarity with large language models and agent-based systems
- Interest in research and rigorous problem formulation
- Knowledge of ML privacy and security techniques (advantageous)
- Prior research experience or publications (advantageous)
- Excellent written and spoken English
Tasks
- Review state-of-the-art privacy for LLMs
- Monitor emerging AI agent attack vectors
- Develop novel privacy methods for agent-based systems
- Address risks like sensitive data leakage
- Mitigate prompt-based extraction and unintended memorization
- Implement proof-of-concept prototypes for proposed methods
- Evaluate prototypes on public and industrial datasets
- Publish findings in leading scientific journals
- Collaborate on interdisciplinary machine learning topics
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- JAX
Benefits
Free or Subsidized Food
- Healthy canteen meals
Learning & Development
- Broad training opportunities
- German language courses
- Mandarin language courses
Informal Culture
- Diverse and welcoming environment
Purpose-Driven Work
- Self-responsible work
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Huawei Research Center Germany & Austria and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Not a perfect match?
- Huawei
Intern/Master Thesis Student: Privacy Enhancing Technologies(m/w/x)
Full-timeInternshipOn-siteMünchen - Huawei Research Center Germany & Austria
PhD Student: Confidential LLM Systems / Confidential Disaggregated Architectures(m/w/x)
Full-timeOn-siteNot specifiedMünchen - Huawei Research Center Germany & Austria
Master Thesis Student - Privacy-Enhancing Technologies for Collaborative AI(m/w/x)
Full-timeWorking StudentOn-siteMünchen - Huawei Research Center Germany & Austria
Master Thesis Student in Privacy-Enhancing Technologies for Collaborative AI(m/w/x)
Full-timeWorking StudentOn-siteMünchen
HUHuawei Research Center Germany & Austria
PhD Student: Privacy Enhancing Technologies for LLMs and AI agents(m/w/x)
München
Full-timeOn-siteJunior
AI/ML
Nejo AI Summary
Developing novel privacy methods for large language models and AI agent systems, mitigating data leakage and prompt extraction at global ICT solutions provider. Master's in CS/Math/Eng, ML/DL/NLP background, proficient Python, and LLM/agent systems familiarity required. Healthy canteen meals, German and Mandarin language courses.
Requirements
- Master’s degree in computer science, mathematics, engineering, or related field
- Background in machine learning, deep learning, or natural language processing
- Proficient Python skills and deep learning framework experience
- Familiarity with large language models and agent-based systems
- Interest in research and rigorous problem formulation
- Knowledge of ML privacy and security techniques (advantageous)
- Prior research experience or publications (advantageous)
- Excellent written and spoken English
Tasks
- Review state-of-the-art privacy for LLMs
- Monitor emerging AI agent attack vectors
- Develop novel privacy methods for agent-based systems
- Address risks like sensitive data leakage
- Mitigate prompt-based extraction and unintended memorization
- Implement proof-of-concept prototypes for proposed methods
- Evaluate prototypes on public and industrial datasets
- Publish findings in leading scientific journals
- Collaborate on interdisciplinary machine learning topics
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- JAX
Benefits
Free or Subsidized Food
- Healthy canteen meals
Learning & Development
- Broad training opportunities
- German language courses
- Mandarin language courses
Informal Culture
- Diverse and welcoming environment
Purpose-Driven Work
- Self-responsible work
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Huawei Research Center Germany & Austria and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Huawei Research Center Germany & Austria
Industry
IT
Description
Huawei is a leading global ICT solutions provider with end-to-end solutions in Telecom, enterprise networks, Devices, and Cloud. They serve over one-third of the world's population.
Not a perfect match?
- Huawei Research Center Germany & Austria
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
Full-timeOn-siteJuniorMünchen - Huawei
Intern/Master Thesis Student: Privacy Enhancing Technologies(m/w/x)
Full-timeInternshipOn-siteMünchen - Huawei Research Center Germany & Austria
PhD Student: Confidential LLM Systems / Confidential Disaggregated Architectures(m/w/x)
Full-timeOn-siteNot specifiedMünchen - Huawei Research Center Germany & Austria
Master Thesis Student - Privacy-Enhancing Technologies for Collaborative AI(m/w/x)
Full-timeWorking StudentOn-siteMünchen - Huawei Research Center Germany & Austria
Master Thesis Student in Privacy-Enhancing Technologies for Collaborative AI(m/w/x)
Full-timeWorking StudentOn-siteMünchen