Company Overview
AI frontier security lab researching and testing advanced AI model capabilities, safety, and resilience against attacks.
Based in Silicon Valley (San Francisco, CA), Irregular Security offers its Irregular AI Testing as a solution for organizations navigating the complexities of testing AI systems for vulnerabilities and adversarial resilience. The platform is positioned within the broader AI Red Teaming & Security Testing category, where AI Security Intelligence tracks 25 companies building specialized capabilities.
Founded in 2024, Irregular Security is among the newest entrants in the AI Red Teaming & Security Testing space, building its approach from the ground up to address the current generation of AI security challenges.
Why Watch This Company
As the AI attack surface expands faster than most security teams can assess, Irregular Security brings testing AI systems for vulnerabilities and adversarial resilience to the market. The ability to systematically identify AI vulnerabilities before adversaries exploit them is transitioning from a nice-to-have to a board-level requirement.
Key Facts
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Headquarters
San Francisco, CA
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Category
AI Red Teaming & Security Testing
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Key Product
Irregular AI Testing
Primary Product
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Irregular AI Testing
AI frontier security lab researching and testing advanced AI model capabilities, safety, and resilience against attacks.
AI Red Teaming & Security Testing Landscape
AI Red Teaming & Security Testing →
AI Red Teaming & Security Testing evaluates the resilience of AI systems through adversarial probing, automated attack simulation, and vulnerability assessment. As AI systems become embedded in critical business processes, the need to systematically test their failure modes — prompt injection, jailbreaking, data extraction, hallucination-based attacks, and social engineering via AI-generated content — has created an entirely new testing discipline.
25 companies tracked in this category
Buyer's Evaluation Framework
Key questions to evaluate any AI Red Teaming & Security Testing vendor — including Irregular Security:
Does the platform support automated adversarial testing of LLMs, including prompt injection, jailbreaking, and data extraction attacks?
Can the solution continuously test AI systems in production, or is it limited to pre-deployment assessment?
How does the vendor's testing methodology align with frameworks like OWASP Top 10 for LLMs, NIST AI RMF, and MITRE ATLAS?
Does the platform provide actionable remediation guidance, or only vulnerability identification?
Featured Profiles in AI Red Teaming & Security Testing
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Category Peers — AI Red Teaming & Security Testing
24 other companies in this category
Adaptive Security
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Adversa AI
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AttackIQ
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Bishop Fox
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Bugcrowd
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CalypsoAI
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Cobalt
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Enkrypt AI
San Francisco, CA
GetReal Security
San Mateo, CA
Giskard
Paris, France
HackerOne
San Francisco, CA
★ Featured Profile
Haize Labs
New York, NY
Jericho Security
New York, NY
Mindgard
Lancaster, UK
Pentera
Tel Aviv, Israel
★ Featured Profile
Praetorian
Austin, TX
Preamble
San Francisco, CA
Promptfoo
San Francisco, CA
SafeBase
San Francisco, CA
SydeLabs
San Francisco, CA
Synack
Redwood City, CA
Trail of Bits
New York, NY
Virtue AI
San Francisco, CA
XBOW
San Francisco, CA