Security for AI

Financial Services

Securely Innovate with AI for Fraud detection, Trading, Compliance, and Customer Engagement

The Challenges

Accelerating AI Adoption in Finance

Financial institutions are rapidly adopting AI for fraud detection, trading, compliance, and customer engagement. But this pace introduces new attack surfaces and amplifies risks, from model theft to supply chain compromise. Protecting sensitive financial data and ensuring regulatory compliance now require defenses purpose-built for AI. The rising complexity of agentic and generative systems further strains resources, demanding resilient controls that balance innovation with operational trust. Without this balance, financial institutions face significant enterprise risks including disrupted AI initiatives, reputational harm and regulatory penalties.

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Data Privacy & Compliance

Protect sensitive financial data and align with evolving regulations such as the EU AI Act, ISO 42001, and NIST RMF. HiddenLayer ensures privacy and regulatory compliance while reducing the risk of fines and reputational harm.

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Model Security & Intellectual Property

Safeguard against model theft and tampering that threaten accuracy and expose proprietary data. HiddenLayer defends AI assets as core intellectual property, critical to maintaining trust and competitive advantage.

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Real-Time Prompt Injection Defense

Stop adversaries from manipulating financial AI applications with prompt injection and indirect exploits. Continuous monitoring enables safe customer engagement and prevents data leakage or compliance failures.

Our Approach

Detect, Decide & Innovate

HiddenLayer’s AI Security Platform delivers continuous protection for AI across the financial services ecosystem. From securing pre-trained and third-party models to detecting malicious indirect prompt injections and supply chain compromise, the platform provides scalable, automated defense without requiring access to sensitive data or algorithms.

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Regulatory Compliance

Embed controls that align with frameworks such as NIST AI RMF, ISO 42001, and OWASP LLM Top 10. Strengthen defenses against data leakage and manipulation to avoid regulatory penalties and reputational harm.

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Protect Your AI Applications

Mitigate adversarial techniques including model theft, tampering, poisoning, and inference attacks—preserving intellectual property, accuracy, and customer trust.

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Real-time Monitoring

Gain continuous visibility into AI risk with non-invasive monitoring of vectorized inputs and outputs. Real-time detection ensures resilient operations without compromising privacy or performance.

As financial institutions embrace AI, securing your AI applications is essential to preserving customer trust, ensuring operational resilience, and safely innovating.

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Key Capabilities

Excessive Agency Controls — Monitors and restricts agentic and generative AI outputs to prevent backend system exposure, reducing the risk of privilege escalation or remote code execution.
Model Theft Protection — Stops reconnaissance and inference attacks that attempt to exfiltrate proprietary models, safeguarding intellectual property and competitive advantage.
Model Integrity — Validates models against tampering or corruption, preserving accuracy and protecting against manipulated outcomes that could undermine decisions or compliance.
Prompt Injection Defense — Shields agentic and generative AI applications from adversarial inputs and outputs designed to bypass controls, preventing data leakage and system compromise.
Malware Analysis — Detects malicious code hidden in AI applications before it can serve as an infection vector or launchpad for attacks, ensuring the integrity of financial systems.

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Why HiddenLayer

The most comprehensive security platform for AI

HiddenLayer, a Gartner-recognized AI Security company, is the only platform purpose-built to secure AI models and autonomous agents alike. Covering agentic, generative, and predictive AI applications, HiddenLayer protects the world’s most valuable technologies across the entire lifecycle—ensuring compliance, safeguarding IP, and strengthening enterprise resilience, while aligning with leading frameworks such as NIST RMF, MITRE ATLAS, ISO 42001, and the EU AI Act.

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How can we secure your AI?

Start by requesting your demo and let’s discuss protecting your unique AI advantage.

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HiddenLayer, a Gartner-recognized Cool Vendor for AI Security, is the leading provider of Security for AI. Its AISec Platform unifies supply chain security, runtime defense, posture management, and automated red teaming to protect agentic, generative, and predictive AI applications. The platform enables organizations across the private and public sectors to reduce risk, ensure compliance, and adopt AI with confidence.

Founded by a team of cybersecurity and machine learning veterans, HiddenLayer combines patented technology with industry-leading research to defend against prompt injection, adversarial manipulation, model theft, and supply chain compromise. The company is backed by strategic investors including M12 (Microsoft’s Venture Fund), Moore Strategic Ventures, Booz Allen Ventures, IBM Ventures, and Capital One Ventures.