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Data Privacy & DLP for AI
Data Privacy & DLP for AI refers to solutions designed to protect sensitive information and ensure compliance with data privacy regulations in environments where artificial intelligence systems process, store, or transmit data.
Data Privacy & DLP for AI refers to solutions designed to protect sensitive information and ensure compliance with data privacy regulations in environments where artificial intelligence systems process, store, or transmit data. These solutions address the unique risks introduced by AI models, such as inadvertent data exposure, model inversion attacks, and unauthorized data extraction. Core capabilities include monitoring and controlling data flows into and out of AI systems, enforcing data minimization, and applying privacy-preserving techniques such as anonymization, pseudonymization, and differential privacy. Technical features often involve policy-based data loss prevention (DLP), real-time detection of sensitive data usage, and integration with AI model training and inference pipelines to prevent leakage of confidential information. Typical users include data protection officers, AI engineers, compliance teams, and security analysts in organizations deploying AI-driven applications. Their primary objectives are to safeguard regulated data, prevent intellectual property loss, and maintain compliance with frameworks such as GDPR, HIPAA, or CCPA. This category differs from general DLP or privacy tools by focusing specifically on the data lifecycle within AI workflows and the unique threats posed by machine learning models. Cyberin provides a neutral platform for discovering and comparing Data Privacy & DLP for AI solutions.
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21 products
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Generative AI Security
Cyberhaven
Cloud AppsData LineageCloud-Native
LLM Privacy Vault
Skyflow
APIsClassification ModelsCloud-Native
Varonis Data Security Platform
Varonis
EmailDevice FingerprintingCloud-Native
Securiti For AI
Securiti
Cloud StorageClassification ModelsCloud-Native
Immuta For AI
Immuta
Analytics PlatformsAttribute-based ControlsCloud-Native
AI Governance
OneTrust
Cloud AppsClassification ModelsCloud-Native
AI Data Security
BigID
Cloud StorageClassification ModelsCloud-Native
Digital Guardian Data Loss Prevention
Fortra
Cloud AppsDevice FingerprintingCloud-Native
Data Loss Prevention
Trellix
Cloud AppsDevice FingerprintingCloud-Native
Lookout Data Protection
Lookout
Cloud AppsExact Data MatchingCloud-Native
AI Gateway
Cloudflare
WebApp Risk ScoringCloud-Native
Data Loss Prevention
OpenText
Cloud AppsDevice FingerprintingCloud-Native
Information Protection
Proofpoint
Cloud AppsExact Data MatchingCloud-Native
Data Loss Prevention
Skyhigh Security
Cloud AppsDevice FingerprintingCloud-Native
Cloud DLP
Netskope
Cloud AppsDevice FingerprintingCloud-Native
GenAI Control
Netskope
EndpointApp Behavior AnalysisCloud-Native
Amazon Macie
Amazon Web Services
Amazon S3Managed IdentifiersCloud-Native
Enterprise DLP
Palo Alto Networks
Branch OfficesDevice FingerprintingCloud-Native
AI Access Security
Palo Alto Networks
Branch OfficesApp Risk ScoringCloud-Native
Data Loss Prevention
Zscaler
Cloud AppsDevice FingerprintingCloud-Native
Google Workspace Data Loss Prevention
Google
ChatContent ClassifiersCloud-Native
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Palo Alto Networks
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Google
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Forcepoint
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Skyflow
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Microsoft
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OpenText
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Securiti
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BigID
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Amazon Web Services
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Immuta
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Fortra
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Spirion
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Trellix
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OneTrust
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Broadcom
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Skyhigh Security
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Proofpoint
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