Huawei Research Center Germany
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents
München, DE
Sponsorship not specifiedDetected 84 days ago
PythonMachine LearningDeep LearningTensorFlowPyTorchNLPComputer VisionLLMsAgentic AIElectrical EngineeringResearchCommunicationCollaborationMentoring
About the role
- Publish your research in leading conferences and journals in machine learning, AI security, and privacy (e.g., NeurIPS, ICML, ICLR, CCS, S&P, PETS).
Nice to have
- however, they also introduce significant privacy risks: sensitive information may be unintentionally memorized, exposed across agent interactions, or leaked through internal reasoning and decision processes.
- Our research group focuses on the intersection of Privacy, Security, and Artificial Intelligence, with a particular emphasis on privacy risks in LLM-based and multi-agent systems.
- Your Areas of Expertise Master's degree (or equivalent) in computer science, mathematics, electrical engineering, or a related field.
- Familiarity with large language models and agent-based systems is a plus.
- Knowledge of privacy and security techniques relevant to ML systems is a plus.
- Excellent written and spoken English.
- Driving future technologies with focus on customer satisfaction is a one of our missions.
- By applying to this position, you agree with our Recruitment Privacy Statement.
Skills
- Explore and apply privacy frameworks to agent-based architectures.
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