Fraunhofer-Gesellschaft
Student Assistant for Continuing Education Courses in IT Forensics and AI Security(m/w/x)
Part-timeWorking StudentWith Homeoffice
Darmstadt
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FRFraunhofer-Gesellschaft
Student Assistant in the Field of LLM Security(m/w/x)
Darmstadt
Part-timeWorking StudentWith Home Office
AI/ML
Nejo AI Summary
Developing methods for LLM security, defending against backdoor attacks and jailbreaks, evaluating robustness against novel attack scenarios. Very good Python skills and enrolled student status in CS/Data Science required. Collaboration on scientific papers, opportunity for bachelor's/master's thesis.
Requirements
- Very good Python skills
- Basic understanding of AI/ML (transformers)
- Desirable experience with Pytorch and transformer architectures
- Good English skills
- Enrolled student (Computer Science, Data Science, Mathematics or similar)
- Structured, independent working style and teamwork ability
- Strong analytical thinking
Tasks
- Develop methods for LLM security
- Defend against common LLM attacks
- Counter backdoor attacks and jailbreaks
- Systematically evaluate LLM robustness
- Assess against established and novel attack scenarios
- Evaluate against backdoor, divergence, and membership inference attacks
- Investigate, apply, and evaluate post-hoc explainability methods
- Analyze model behavior with explainability methods
- Understand underlying attack mechanisms
- Analyze defense strategy effectiveness and limitations
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- AI/ML
- transformers
- Pytorch
Benefits
Flexible Working
- Flexible working hours
Other Benefits
- Practical experience
- Valuable contacts in research
- Collaboration on scientific papers
- Opportunity to write bachelor's or master's thesis
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Gesellschaft 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.
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FRFraunhofer-Gesellschaft
Student Assistant in the Field of LLM Security(m/w/x)
Darmstadt
Part-timeWorking StudentWith Home Office
AI/ML
Nejo AI Summary
Developing methods for LLM security, defending against backdoor attacks and jailbreaks, evaluating robustness against novel attack scenarios. Very good Python skills and enrolled student status in CS/Data Science required. Collaboration on scientific papers, opportunity for bachelor's/master's thesis.
Requirements
- Very good Python skills
- Basic understanding of AI/ML (transformers)
- Desirable experience with Pytorch and transformer architectures
- Good English skills
- Enrolled student (Computer Science, Data Science, Mathematics or similar)
- Structured, independent working style and teamwork ability
- Strong analytical thinking
Tasks
- Develop methods for LLM security
- Defend against common LLM attacks
- Counter backdoor attacks and jailbreaks
- Systematically evaluate LLM robustness
- Assess against established and novel attack scenarios
- Evaluate against backdoor, divergence, and membership inference attacks
- Investigate, apply, and evaluate post-hoc explainability methods
- Analyze model behavior with explainability methods
- Understand underlying attack mechanisms
- Analyze defense strategy effectiveness and limitations
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- AI/ML
- transformers
- Pytorch
Benefits
Flexible Working
- Flexible working hours
Other Benefits
- Practical experience
- Valuable contacts in research
- Collaboration on scientific papers
- Opportunity to write bachelor's or master's thesis
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Gesellschaft 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
Fraunhofer-Gesellschaft
Industry
Research
Description
Das Unternehmen ist eine der führenden Organisationen für anwendungsorientierte Forschung mit 76 Instituten in Deutschland.
Not a perfect match?
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Studentische Hilfskraft im Bereich Weiterbildungskurse in IT-Forensik und KI-Sicherheit(m/w/x)
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