Hands-on AI Red Teaming & Adversarial Testing

Secure Your AI Systems with Advanced AI Red Teaming

Hands-on adversarial testing for LLMs and agentic applications — I execute attacks end-to-end (prompt/indirect injection, tool misuse, data exfil paths), deliver reproducible evidence, and help your engineers close the gaps with validated fixes. Led by Volkan Kutal (AI Red Team Engineer @ Commerzbank), OWASP GenAI Security Project contributor, Microsoft PyRIT top contributor, and author of the upcoming AI Red Teaming Handbook (Packt).

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Services

Comprehensive GenAI security solutions tailored to your AI infrastructure and threat landscape

AI Red Teaming & Penetration Testing

Comprehensive adversarial testing of your AI systems using cutting-edge methodologies and frameworks aligned with OWASP's Top 10 for LLMs.

Prompt injection and indirect prompt injection testing
Agent hijacking and misalignment vulnerability assessment
Memory poisoning and data corruption analysis
Tool misuse and privilege escalation scenarios
Multi-agent interaction security review

AI Threat Modeling & Architecture Review

Systematic threat modeling and security architecture analysis using MITRE ATLAS, NIST guidelines, and OWASP frameworks.

Comprehensive threat landscape mapping
AI-specific attack vector identification
Security control gap analysis
Defense-in-depth strategy recommendations
Toolchain and integration security assessment

Agentic AI Security Assessment

Specialized security testing for autonomous AI agents and multi-agent systems, focusing on emerging agentic threats and vulnerabilities.

Agent behavior manipulation testing
Inter-agent communication security
Tool access and permission boundary testing
Goal hijacking and objective manipulation
Agentic workflow security validation

Risk Assessment & Remediation

Business-focused risk prioritization and practical remediation guidance with follow-up validation testing.

Business impact and likelihood analysis
Vulnerability prioritization matrix
Actionable remediation roadmaps
Security control effectiveness validation
30-day retest and verification

Documentation & Executive Reporting

Comprehensive documentation and stakeholder communication packages designed for both technical teams and executive leadership.

Detailed technical vulnerability reports
Executive summaries with business impact analysis
Interactive stakeholder workshops
Security awareness training materials
Ongoing consultation and support

Engagement Process

Structured, comprehensive approach combining traditional cybersecurity and specialized AI testing

Planning & Reconnaissance

Comprehensive information gathering about your AI model architectures, data flows, agent behaviors, API endpoints, and supporting infrastructure.

Adversarial Simulation

Executing planned adversarial scenarios and penetration tests targeting AI-specific threats identified in the threat modeling phase.

Risk Evaluation

Classification of vulnerabilities by criticality and business impact, providing prioritized remediation recommendations.

Remediation & Validation

Collaborating with your teams for remediation advice and subsequently validating fixes through additional testing.

Documentation & Debrief

Complete documentation with technical analysis, executive summaries, and optional interactive workshops for stakeholder education.

Volkan Kutal

Founder & Lead AI Red Team Engineer

Author (upcoming): AI Red Teaming Handbook – Packt
AI Red Team Engineer @ Commerzbank AG
OWASP GenAI Security Project Contributor
Microsoft PyRIT Framework Top 10 Contributor (30+ merged PRs)
Anthropic Invite-Only Jailbreak Program (HackerOne)

Practical GenAI Security for Enterprise Systems

I founded PaperToCode to bridge the gap between cutting-edge AI research and practical security implementation. My focus is hands-on adversarial testing of LLMs and agentic systems with clear remediation guidance.

As a contributor to OWASP’s GenAI Security Project and the Microsoft PyRIT framework, I help shape emerging testing practices while delivering security assessments that fit enterprise constraints (governance, auditability, and risk ownership).

I’m currently writing the AI Red Teaming Handbook for Packt, focused on real-world attacker simulation, evaluation-driven hardening, and secure-by-design agentic architectures.