AI Red Teaming Service

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Fortify Your AI: Introducing Our AI Red Teaming Service

As Artificial Intelligence (AI) technology deeply integrates into businesses and society, securing AI systems is no longer an option—it's a necessity. Unpredictable AI malfunctions, data breaches, and model manipulation can directly lead to significant financial losses and damage your organization's reputation.

We offer an AI Red Teaming service designed to meticulously analyze how vulnerable your AI systems are to potential threats and help you build robust defense mechanisms. Our experts act like real-world attackers, probing your system's weaknesses to make your AI truly resilient.

Our Expert AI Red Team

Our AI Red Team comprises multidisciplinary specialists who conduct in-depth analyses across various facets of your AI system:

• AI/ML Security Experts: They analyze structural vulnerabilities, data bias, and model integrity within AI models. They also design and execute various AI-specific attack scenarios, including Adversarial Attacks, Model Inversion, and Data Poisoning.

• Cybersecurity Experts: These professionals assess overall security vulnerabilities in the infrastructure surrounding your AI system, including networks, systems, and applications. This covers not only AI model vulnerabilities but also security threats that can arise in the AI service's operating environment.

• Data Scientists/Engineers: They analyze data quality, privacy concerns, and vulnerabilities in data flow used by AI models. They also attempt data-related attacks that could lead to performance degradation and prediction errors in AI models.

• Ethics/Legal Experts (As Needed): They evaluate the potential for AI systems to cause ethical and legal issues such as social bias, discrimination, or privacy infringement, and review compliance with relevant regulations.

Acting from the perspective of a real attacker, our team explores every possibility that could threaten the integrity, availability, and confidentiality of your AI system. We proactively identify potential threats and propose effective countermeasures.

Key Vulnerabilities We Analyze

Our AI Red Teaming service focuses on analyzing the following critical AI vulnerabilities:

• Adversarial Attacks: We test your defenses against attacks that distort an AI model's judgment, such as inducing misclassification with subtle noise or manipulating models to fail to recognize specific images.

• Data Poisoning: We analyze attempts to inject malicious data into AI model training datasets to degrade model performance or manipulate it to produce biased results based on specific intentions.

• Model Extraction/Inversion: We examine the potential for illegal extraction or inference of an AI model's training data or internal logic for malicious use.

• Model Integrity Compromise: We detect vulnerabilities where an AI model's weights or parameters could be externally manipulated, leading to unintended results or Denial-of-Service (DoS) attacks.

• Data Privacy Breach: We identify pathways through which sensitive personal information could be exposed or leaked during AI model training or inference processes, and we validate the effectiveness of anonymization and encryption techniques.

• System & Infrastructure Vulnerabilities: We pinpoint security weaknesses across the entire infrastructure where AI models are deployed and operated, including cloud environments, APIs, databases, and networks, to enhance the overall security of your AI system.

• Bias & Fairness Issues: We identify data and algorithm problems that could cause AI models to disadvantage specific groups or produce biased results, and we propose improvement strategies.

Expected Benefits of Our Service

• Proactive Threat Identification: Identify vulnerabilities in your AI systems before launch or during operation to prevent severe incidents.

• Enhanced AI System Trustworthiness: Provide reliable AI services to users and stakeholders through robust security verification.

• Legal/Regulatory Compliance: Secure foundational data for compliance with the latest AI-related security guidelines and regulations.

• Increased Security Investment Efficiency: Enable efficient security investments based on accurate information about core vulnerabilities.

Our AI Red Teaming service, priced at USD 50,000, will make your AI systems safer and more trustworthy. Contact us today to experience the new standard in AI security!

Inquiries: +82-10-2734-3535 jhyeo@myung.co.kr Deputy Director Yeo Jung-hyun, Overseas Business Department, Myung Information Technology Inc.