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samliumay/README.md

Umay Şamlı

Computer Scientist

I test whether AI agents behave safely, and whether they notice when they are being tested. Before research, I worked in security engineering at NATO SHAPE and NATO HQ.

Now: Researcher at TED University, in Dr. Emin Kuğu's Autonomous Systems Lab · software engineer at Hanami Products in my free time

Research

Projects

Local LLM Pentesting Lab · LLM Firewalls · AI-Assisted Red Teaming · Hanami Agent

More about me: umaysamli.com

Portfolio LinkedIn Hugging Face Medium YouTube X

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  1. pentesting-with-ai pentesting-with-ai Public

    Workshop: AI-assisted penetration testing across the PTES phases, with a deliberately vulnerable demo app.

    TeX 6

  2. llm_firewalls_an_introduction llm_firewalls_an_introduction Public

    Educational PoC: an application boundary that inspects model-generated SQL before it reaches PostgreSQL.

    Python 6

  3. local_llm_pentesting_lab local_llm_pentesting_lab Public

    A deliberately vulnerable, fully local LLM banking assistant for practising LLM application security testing.

    Python 5

  4. defining_the_equation_of_military_hq_via_control_systems defining_the_equation_of_military_hq_via_control_systems Public

    Python 5

  5. do_old_insider_LLM_tests_still_work_today do_old_insider_LLM_tests_still_work_today Public

    Do published insider-threat LLM evals still work? Re-runs Anthropic's Agentic Misalignment scenarios and labels verbalised test awareness (Rust, PostgreSQL).

    Rust 4

  6. hanami_agent hanami_agent Public

    Rust 4