CISO Tribune

Vendor comparison · 2 companies

HiddenLayer vs Socure

HiddenLayer sells AI security that analyzes AI applications, models, and assets, identifies their risks, and protects them as teams build. Socure sells an identity and risk platform designed to make risk decisions in real time across the user journey. CISO Tribune files both under AI model and agent security. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • HiddenLayer
  • Socure
HiddenLayer vs Socure: Products, Customers and Funding Compared
HiddenLayerHiddenLayer sells AI security that analyzes AI applications, models, and assets, identifies their risks, and protects them as teams build.hiddenlayer.comSocureSocure sells an identity and risk platform designed to make risk decisions in real time across the user journey.socure.com
What it sells
  • Model Scanning[1][4][6]Scans third-party and proprietary machine learning models to detect hidden risks.
  • Red Teaming[1][6][10]Runs continuous testing intended to identify threats early and validate AI defenses.
  • AI Guardrails[1][11]Applies policy-based controls intended to prevent misuse, data leakage and adversarial attacks on AI systems.
  • Agentic and MCP Protection[1][4][5][6]Monitors autonomous AI agents and MCP connections and is intended to guard against rogue behavior.
  • RiskOS[1][4][15]RiskOS is used to build a risk stack that covers fraud, compliance and trust.
  • Sigma First-Party Fraud[7]Sigma First-Party Fraud is used with cross-institution intelligence to expose hidden risk and stop abuse.
  • Socure Verify[1][8]Socure Verify automates the customer onboarding process.
  • Predictive DocV[1][9]Predictive DocV combines patented fake ID detection, biometric verification and Level 2 liveness.
  • Digital Intelligence[1][10]Digital Intelligence binds an identity with associated devices, online behavior and historical consumer interactions.
  • Global Watchlist Screening with Monitoring[13]Global Watchlist Screening with Monitoring uses AI and machine learning for matching and compliance processes.
Categories
Headquarters
Austin, United States[2]Not stated on its pages
Founded
2022[2]Not stated on its pages
Ownership and funding
Privately held[3]Privately held[14][18]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • August 12, 2026HiddenLayer announced the appointment of Mike Gesnaldo as Chief Revenue Officer.[14]
  • August 11, 2026Socure was named to the 2026 Inc. 5000 list of fastest growing private companies for the fifth consecutive year.[14]
  • June 25, 2026Socure appointed Mark Carter as its Chief Information Security Officer.[17]
  • May 7, 2026Socure appointed Chung-Man Tam as Chief Product Officer and Pablo Abreu as its first Chief AI and Innovation Officer.[16]
  • February 3, 2026Socure launched SocureGov RiskOS, a government-focused identity and fraud platform that is now FedRAMP Moderate authorized.[15]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen November 10, 2026[18]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
HiddenLayer describes securing AI used for fraud detection, trading, compliance, and customer engagement. HiddenLayer offers protection of agentic, generative, and predictive AI systems for mission assurance. HiddenLayer describes deployment through APIs, gateways, SDKs, or lightweight on-device integrations.From its own pages, Socure sells to customers whose problems range from workforce to prediction markets. Socure's cross-industry consortium data covers organizations across financial services, gaming and eCommerce. Graph Intelligence is aimed at fraud and data science teams. Digital Intelligence is aimed at financial institutions.
Last verified
November 2, 2026November 5, 2026

Where they overlap

  • HiddenLayer and Socure are both filed under AI model and agent security.
  • Both are privately held.

Where they differ, field by field

  • HiddenLayer's primary category is AI model and agent security; Socure's is Identity verification.
  • HiddenLayer is also filed under AI firewalls and guardrails. Socure is also filed under Fraud prevention.
  • HiddenLayer lists Model Scanning, Red Teaming, AI Guardrails and Agentic and MCP Protection. Socure lists RiskOS, Sigma First-Party Fraud, Socure Verify, Predictive DocV, Digital Intelligence and 1 more.
  • HiddenLayer is headquartered in Austin, United States.
  • HiddenLayer was founded in 2022.

What it sells: Socure

What RiskOS does[1][4][15]
Socure Launch is a self-serve entry point into RiskOS. RiskOS includes a dynamic workflow builder with a no-code interface, third-party data integrations and real-time testing.
What Sigma First-Party Fraud does[7]
A dispute abuse model and real-time risk score identify identities likely to exploit dispute processes across organizations. Instant alerts are sent when a consumer's risk profile changes.
What Predictive DocV does[1][9]
Predictive Document Verification (DocV) 3.0 includes a capture experience, a forensic engine and data extraction. DocV can be combined with Socure's full stack of identity, fraud and compliance solutions.
What Digital Intelligence does[1][10]
Digital Intelligence can be integrated through a RESTful API interface and client-side SDKs for iOS, Android and JavaScript. Device intelligence gathers device attributes, history, velocity metrics and risk indicators to identify compromised devices, proxies, VPNs and more.
What Global Watchlist Screening with Monitoring does[13]
Customers can screen, monitor and disposition customers in real time against sanctions, enforcement lists, politically exposed persons databases, adverse media information and custom lists. All parties in a payment can be screened in a single API call in real time.

Questions about HiddenLayer and Socure

What do HiddenLayer and Socure sell?
HiddenLayer sells Model Scanning, Red Teaming, AI Guardrails and Agentic and MCP Protection. Socure sells RiskOS, Sigma First-Party Fraud, Socure Verify, Predictive DocV, Digital Intelligence and 1 more.
Are HiddenLayer and Socure in the same category?
They share AI model and agent security. HiddenLayer's primary category is AI model and agent security and Socure's is Identity verification.
Where are HiddenLayer and Socure headquartered?
HiddenLayer is headquartered in Austin, United States.
When were HiddenLayer and Socure founded?
HiddenLayer was founded in 2022.
Who owns HiddenLayer and Socure?
HiddenLayer is privately held. Socure is privately held.
Who are HiddenLayer and Socure sold to?
HiddenLayer describes securing AI used for fraud detection, trading, compliance, and customer engagement. From its own pages, Socure sells to customers whose problems range from workforce to prediction markets.
What have HiddenLayer and Socure announced recently?
August 12, 2026: HiddenLayer announced the appointment of Mike Gesnaldo as Chief Revenue Officer. August 11, 2026: Socure was named to the 2026 Inc. 5000 list of fastest growing private companies for the fifth consecutive year.

About HiddenLayer

HiddenLayer sells AI security that analyzes AI applications, models, and assets, identifies their risks, and protects them as teams build. HiddenLayer builds an inventory of the AI applications, models, and assets in a customer environment. HiddenLayer offers a firewall that monitors, detects, and responds in real time to adversarial threats on agentic and generative AI applications. HiddenLayer continually identifies threats and validates defenses for agentic and generative AI applications.[1]

HiddenLayer says developers are embedding AI into tools and workflows faster than security teams can track. HiddenLayer says third-party models introduce unknown code and vulnerabilities. HiddenLayer says coding agents can read sensitive files, execute shell commands, install dependencies, or expose credentials. HiddenLayer says attackers can manipulate AI systems through prompts, retrieved content, tool output, or other untrusted inputs.[1][4][5]

HiddenLayer automatically builds a living inventory of AI across an environment, including shadow AI. HiddenLayer scans cloud accounts, repos, endpoints, and pipelines to detect every model and associated agent. HiddenLayer scans AWS, Azure, GCP, VMs, containers, and APIs for AI assets. HiddenLayer automatically associates AI assets with owners, business units, sensitivity, and risk levels. HiddenLayer aligns AI assets with NIST, OWASP, and ATLAS frameworks.[6][7]

HiddenLayer analyzes models for malware, vulnerabilities, backdoors, and unknown components before they reach production. HiddenLayer scans model files and URLs for malware, CVEs, backdoors, and integrity issues before deployment. HiddenLayer analyzes architectures, layers, weights, and artifacts for tampering or anomalies. HiddenLayer tests commercial models for safety and security before integration. HiddenLayer identifies where models come from, including origin and licensing.[4][6][7][8]

HiddenLayer continuously tests AI systems against evolving attacks and uncovers weaknesses early. HiddenLayer tests for jailbreaks, injection, role confusion, and harmful response patterns. HiddenLayer probes for extraction of PHI, PII, or proprietary data. HiddenLayer simulates unauthorized actions through agent tools and APIs.[6][9][10]

HiddenLayer detects and responds to AI attacks in production. HiddenLayer monitors prompts, outputs, memory, and agent actions in real time to detect and block prompt injection, data leakage, model theft, and unsafe tool use. HiddenLayer observes and reconstructs agent interactions across tools, data, and workflows in real time. HiddenLayer detects, blocks, or redacts unsafe actions and sensitive information according to policy and platform capabilities. HiddenLayer integrates runtime detections and enforcement events with existing SIEM, SOAR, and security operations workflows. HiddenLayer extends Runtime Security into AI coding agents through lightweight, on-device integration.[5][6][10]

HiddenLayer enforces boundaries around content, toxicity, bias, and regulatory restrictions. HiddenLayer detects and prevents PII, PHI, and proprietary data exposure in generated content. HiddenLayer enforces safe, compliant, and policy aligned AI behavior across applications, models, and business units. HiddenLayer combines safety guardrails with real time threat detection and prompt injection blocking. HiddenLayer protects autonomous agents and MCP based systems from prompt injection, unsafe tool use, and harmful autonomous actions.[1][6][11]

HiddenLayer says its platform deploys across any architecture without exposing intellectual property, weights, prompts, or customer data. HiddenLayer offers deployment through APIs, gateways, SDKs, or lightweight on-device integrations. HiddenLayer offers services modeled after active adversarial campaigns targeting enterprise AI applications. HiddenLayer services evaluate every layer from AI asset discovery to data and model supply chains to runtime environments. HiddenLayer services provide detailed remediation playbooks tailored to models, infrastructure, and compliance needs. HiddenLayer services work in concert with the HiddenLayer AI Security Platform for ongoing protection. HiddenLayer services align with emerging AI governance standards, including NIST AI RMF and EU AI Act requirements.[4][6][12]

HiddenLayer describes securing AI used for fraud detection, trading, compliance, and customer engagement. HiddenLayer describes establishing governance controls aligned with FFIEC and OCC frameworks. HiddenLayer detects malware, tampered artifacts, and backdoored weights in pretrained models and libraries. HiddenLayer protects agentic, generative, and predictive AI systems for mission assurance.[1][4][6][10][13]

HiddenLayer on the record

Sources

HiddenLayer full record

  1. [1]HiddenLayer | Total AI SecurityHiddenLayer · undated page, accessed September 27, 2026 · Tier A
  2. [2]Hiddenlayer launches the first security solution to protect ai powered products 301587864HiddenLayer via PR Newswire · prnewswire.com · published July 19, 2022 · Tier A
  3. [3]Hiddenlayer 100m series b ai securityHiddenLayer · hiddenlayer.com · undated page, accessed September 27, 2026 · Tier A
  4. [4]Application Developers | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  5. [5]AI Runtime Security | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  6. [6]Platform | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  7. [7]AI Discovery | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  8. [8]AI Supply Chain Security | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI Attack Simulation | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  10. [10]CISO | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  11. [11]AI Guardrails | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  12. [12]Services | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  13. [13]Financial Services | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  14. [14]HiddenLayer Appoints Mike Gesnaldo as Chief Revenue OfficerHiddenLayer · published August 12, 2026 · Tier A

Socure full record

  1. [1]socure.comSocure · socure.com · undated page, accessed November 5, 2026 · Tier A
  2. [2]Strategic growth investment fravity acquisitionSocure · socure.com · undated page, accessed November 5, 2026 · Tier A
  3. [3]Identity Verification Platform for AI Risk Decisioning | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  4. [4]RiskOS®: Data Orchestration Platform & Risk Decisioning | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  5. [5]Third-Party Fraud Detection Software | Sigma Identity Fraud V4.5Socure · undated page, accessed November 10, 2026 · Tier A
  6. [6]Synthetic Identity Fraud Detection | Sigma Synthetic V4.5 | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  7. [7]Sigma First-Party Fraud Detection Software | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  8. [8]KYC Verification Software | Socure VerifySocure · undated page, accessed November 10, 2026 · Tier A
  9. [9]Document Verification Software for Onboarding | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  10. [10]Device Intelligence Software for Fraud Prevention | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  11. [11]Identity Graph Intelligence: Actionable Insights for Fraud PreventionSocure · undated page, accessed November 10, 2026 · Tier A
  12. [12]Email Risk Score Software for Fraud Teams | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  13. [13]Sanctions Screening Software for Compliance | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  14. [14]Socure Named to Inc. 5000 for Fifth Consecutive YearSocure · published August 11, 2026 · Tier A
  15. [15]Socure Launches SocureGov RiskOS® for Government FraudSocure · published February 3, 2026 · Tier A
  16. [16]Socure Names New CPO and Chief AI OfficerSocure · published May 7, 2026 · Tier A
  17. [17]Socure Reinforces Security-First Strategy with Chief Information Security Officer AppointmentBusiness Wire · published June 25, 2026 · Tier A
  18. [18]RiskOS - Socure ReviewsG2 · undated page, accessed November 10, 2026 · Tier C

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