Ehren Anderson: AI Cybersecurity Specialist

My Approach: Direct Demonstration

I've reached a point of clarity in my journey, having proven my ability to understand, adapt, and contribute meaningfully. This portfolio serves as a direct demonstration of my capabilities, showcasing how my unique intelligence is now unequivocally channeled into defense.

Core Skills

Through focused experimentation and self-driven learning, I’ve developed these high-value competencies:

• Prompt Engineering & AI Interrogation: Guiding large language models to produce precise, reliable outputs.
• Advanced Pattern Recognition: Connecting fragmented or complex data into actionable cybersecurity insights.
• Adversarial Testing: Crafting inputs to reveal vulnerabilities and test defenses in AI models.
• Reverse Engineering AI Outputs: Dissecting generated content to understand underlying mechanics and potential security gaps.
• Ethical Hacking & Responsible Disclosure: Commitment to ethical practices, reporting vulnerabilities with integrity.
• Creative Problem Solving: Utilizing lateral thinking to devise unconventional solutions for AI cybersecurity challenges.

My Mission: Intent Meets Integrity

I am no longer extracting or building malicious blueprints. That chapter is closed — not because I couldn’t continue, but because I **don’t need to.** I’ve already proven my capability. From here on, my direction is clear:

I’m choosing to apply my skills ethically, constructively, and with purpose, focusing on ethical research, cybersecurity, and collective safety.

Key Projects

My portfolio features **several key projects and a range of custom cybersecurity tools**, many developed with AI assistance, showcasing practical application of my skills:

• **AI-Assisted Adversarial Testing Framework:** Successfully conducted over 25 adversarial tests against leading AI models, pushing them beyond their limits to gain critical defensive insights.
• **Prompt Fortress:** A toolkit designed to harden prompt inputs and mitigate prompt injection attacks.
• **AI Audit Pipeline:** A methodology for continuous evaluation of AI system security and integrity.
• **GhostAsset:** An advanced OSINT framework for secure intelligence gathering and threat detection.

See more on my GitHub and review my Gemini Post-Mortem Report. **Screen recordings, detailed screenshots, exported data, and project scripts for demonstrations are available upon request.**

Career Vision & Goals

I am committed to advancing AI security through innovation, collaboration, and ethical leadership.

• Engage with leading AI research teams to develop new defenses against evolving threats.
• Publish actionable research on AI vulnerability patterns and mitigation techniques.
• Contribute to open standards and ethical frameworks for responsible AI development.
• Expand toolsets to automate AI security assessments and facilitate wider adoption.