Aktuelle Jobs im Zusammenhang mit Research Assistant in IT Security and Explainable AI - Karlsruhe, Baden-Württemberg - Karlsruher Institut für Technologie


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Research Assistant in IT Security and Explainable AI

vor 3 Monaten


Karlsruhe, Baden-Württemberg, Deutschland Karlsruher Institut für Technologie Vollzeit

Position Overview

The chair of "Artificial Intelligence & Security" is engaged in pioneering research at the convergence of cybersecurity and artificial intelligence. Our focus is on developing innovative, learning-based techniques for identifying attacks and uncovering software vulnerabilities. Additionally, we investigate the resilience and security aspects of artificial intelligence systems.

Research Focus Areas

Explainable AI (XAI) is highly applicable for attack detection across both primary domains of our chair, namely the security of AI and utilizing AI for enhancing IT security. Key research areas include:

  • Identification and mitigation of threats to computer systems
  • Analysis of cyberattacks and malware
  • Uncovering vulnerabilities through fuzz testing
  • Detection of adversarial attacks on machine learning systems
  • Model theft and membership inference attacks

Furthermore, ensuring the robustness of XAI methodologies against potential attacks is of paramount importance. Our future research will focus on:

  • Manipulating inputs or models to conceal attacks
  • Addressing biases in XAI outcomes
  • Developing certifiably robust XAI techniques

Candidate Profile

We are looking for outstanding candidates for the role of Ph.D. student/research assistant to engage in high-caliber research. Successful candidates will be affiliated with the "KIT Graduate School Cyber Security." Our research group boasts strong ties and ongoing collaborations with both national and international research institutions. We maintain our own server and cluster infrastructure to optimally support our research endeavors and provide our team members with top-tier hardware.

Qualifications

  • A Master's degree in computer science or a related discipline.
  • Strong knowledge in computer security and/or machine learning.
  • A genuine passion for conducting research on advanced topics in cybersecurity and artificial intelligence, coupled with a readiness to tackle complex challenges.

Compensation

Salary will be categorized under 13 TV-L, contingent upon meeting professional and personal qualifications.