AI隐私安全攻防蓝军 - 隐私和数据保护办公室
Core
Conduct privacy security assessments and red team testing for international short video products' large models and LLM Agent systems, covering training data, model outputs, inference services, and interaction chains.
Role type
Senior IC AI Privacy Security Engineer (Red Team)
Builds
Sustainable model privacy security evaluation systems, automated red team attack agents, and threat models for LLM Agents.
Domain
AI/LLM Security, Privacy Compliance, Cybersecurity
Deliverable
production ML models
Required skills
LLM training and inference workflows, Prompt Engineering, RAG, Function Calling/Tool Use, LangChain, AutoGen, threat modeling, prompt injection defense, jailbreak mitigation, training data extraction detection, membership inference attack detection, penetration testing, cloud architecture, database security
Preferred skills
HW/CTF competition experience, published papers in privacy security, discovery of high-severity privacy vulnerabilities in SRC
Technologies
LangChain, AutoGen, LLM frameworks, red team testing tools
Responsibilities
Evaluate privacy risks in model training data, outputs, and inference; conduct red team tests on LLM Agent systems for prompt injection and data leaks; develop automated red team agents and evaluation frameworks; research advanced AI privacy security issues like model memory and fine-tuning privacy.
Seniority
Senior, hands-on IC