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ELCAELCAEngineeringJuniorInternshipScraped 7 days ago

Internship / Master Thesis: Closing the Patch Gap with AI: Exploring Automated WAF Rule Generation from Published CVEs

est. by Gemini 2.0 FlashCHF 25'000 – 45'000/ year
PullyAI-JobTitleLLM

In this 6-month internship or master thesis starting in February 2027, you will tackle a growing challenge: AI is dramatically reducing the time between CVE publication and active exploitation. Exploits can emerge within hours, while patch deployment in complex environments often takes days or weeks. You will investigate how an AI-driven system could generate WAF (Web Application Firewall) rules from published CVEs to protect systems until permanent fixes are deployed. The exact scope will be defined together with you: a broad proof-of-concept, or a deeper study of a specific topic such as CVE analysis, attack pattern extraction, WAF rule generation or rule validation.

Your tasks

  • Explore how AI can analyze newly published CVEs and extract relevant attack patterns
  • Design and prototype a mechanism that automatically translates vulnerability information and attack patterns into WAF protection rules
  • Evaluate the effectiveness and limitations of AI-generated rules against known exploits, measuring detection accuracy and operational impact

What we offer

  • A dynamic, collaborative workplace with a highly motivated, multicultural team working across international sites
  • The chance to make a difference in people's lives by building innovative solutions
  • Internal coding events such as Hackathons and Brownbag sessions, plus our technical blog
  • Monthly After-Works organized at each location

About your profile

  • Knowledge of web application security and OWASP concepts
  • Knowledge of AI and LLMs
  • Interest in security automation
  • Familiarity with WAF technologies is a plus

We are ELCA, one of the largest Swiss IT tribe with over 2,300 experts. We are multicultural with offices in Switzerland, Spain, France, Vietnam and Mauritius. Since 1968, our team of engineers, business analysts, software architects, designers and consultants provide tailor-made and standardized solutions to support the digital transformation of major public administrations and private companies in Switzerland. Our activity spans across multiples fields of leading-edge technologies such as AI, Machine & Deep learning, BI/BD, RPA, Blockchain, IoT and CyberSecurity.

Apply now