What are the key features of Data Security Posture Management (DSPM)?

AI Security

What is an AI/ML pipeline? What are the components of the AI/ML pipeline?How can I ensure data security and safety in an AI/ML pipeline? What are Large Language Models (LLMs)? How do Large Language Models (LLMs) work?What are the benefits of Large Language Models (LLMs)?What is the data security risks with Large Language Models (LLMs)?How do I address data security concerns with Large Language Models (LLMs)? Is Generative AI (Genai) different than Large Language Models (LLMs)?What is Generative AI (Gen AI) security? What is Retrieval-Augmented Generation (RAG)? What is Retrieval-Augmented Generation (RAGs) used for?What are the benefits of Retrieval-Augmented Generation (RAG)?Are there security risks with Retrieval-Augmented Generation (RAG)? How can we address Retrieval-Augmented Generation (RAG security) vulnerabilities?What are key AI security challenges and risks? What is data poisoning? How do I prevent data poison attack? What is prompt engineering? What is a prompt injection attack? What is AI governance? Why is AI governance important? What is Large Language Models (LLM) security?

Post Quantum Cryptography

What is the quantum risk and its impact on data security?What are the implications of data sensitivity vs time?When will quantum computing pose a threat to encryption methods?Which protocols and certificates may become vulnerable in the post-quantum era?How can enterprises prepare data security strategies for the post-quantum era?Do current cloud platforms support post-quantum algorithms?What is the concept of cryptographic agility?How does cryptographic agility impact risk management for enterprises?Why is data classification important in the context of post-quantum readiness?How does crypto agility affect disaster recovery planning and insurance costs?What is the technical impact of post-quantum agility on organizations?How does Fortanix DSM help achieve cryptographic agility?What features does Fortanix DSM offer for key lifecycle management in PQC implementation?How does Fortanix DSM facilitate integration with leading applications in PQC implementation?

Enterprise Key Management

What is enterprise key management?Why is enterprise key management important?What are the benefits of using Enterprise Key Management for cloud data security?What are the challenges in enterprise key management?How does enterprise key management work?What are some best practices for enterprise key management?Can enterprise key management be integrated with existing systems?What are the compliance considerations for enterprise key management?Can enterprise key management recover encrypted data if a key is lost?How does enterprise key management address cloud and multi-cloud environments?Are there industry standards for enterprise key management?What are the pain points related to data security in hybrid multicloud environments ?What negative business impact can result from data security siloes and lack of monitoring?Do existing DSPM and CSPM tools address the challenges of data encryption risks?How do encryption and key management contribute to data protection? What challenges arise from the proliferation of encryption across different services?How does Fortanix address the challenges associated with encryption key management?How does Fortanix Enterprise Key Posture Management (EKPM) provide visibility into data security risks and industry benchmarks? How does Fortanix address the challenge of reporting compliance with policies and regulations?How does Fortanix Enterprise Key Posture Management (EKPM) align with regulatory and data security policies and standards? How does Fortanix Enterprise Key Posture Management (EKPM) simplify the complex and time-consuming task of correlating and analyzing at-risk data and services? How does Fortanix Enterprise Key Posture Management (EKPM) help organizations prioritize and remediate the most harmful risks quickly? Why are manual discovery processes considered complex and time-consuming, and how does Fortanix Enterprise Key Posture Management (EKPM) simplify them? How does Fortanix Enterprise Key Posture Management (EKPM) reduce the inefficient use of security personnel?Can Fortanix Enterprise Key Posture Management (EKPM) integrate with existing security and compliance tools? Does Fortanix Enterprise Key Posture Management (EKPM) integrate with SIEM or SOAR solutions for log analytics? Can Fortanix Enterprise Key Posture Management (EKPM) integrate with third-party IT ticketing systems for remediation workflows? What is Cloud Security Posture Management (CSPM)? What is Data Security Posture Management (DSPM)? What is Hybrid multicloud?

What are the key features of Data Security Posture Management (DSPM)?

Here's a breakdown of how Data Security Posture Management (DSPM) features: 

1) Data Discovery and Classification: Data Security Posture Management (DSPM) provides visibility into where sensitive data is, who has access to it, how it has been used, and the security posture of the data store or application. 

Automation includes deploying advanced scanning tools that monitor databases, cloud storage, emails, file systems, and other data repositories. The algorithms identify data types and patterns that indicate sensitive information, such as social security numbers, credit card details, personal health information (PHI), and other personally identifiable information (PII).

Data Security Posture Management (DSPM) solutions classify data into predefined categories and sensitivity levels. For example, data encrypted with a strong algorithm and stricter access controls is categorized as highly sensitive. The automated process ensures that new data is continuously monitored and classified in real-time, adapting to the dynamic nature of data flows within an organization. 

2) Anomaly Detection: Data Security Posture Management (DSPM) establishes a baseline of normal data activity. It continuously compares real-time data flow against this established baseline and identifies deviations that signify potential threats or unauthorized activity. DSPM systems alert security teams when an anomaly is detected, enabling them to investigate and mitigate the risk. Anomalies can include unusual access patterns, unexpected data transfers, or deviations in user behavior that may indicate a compromised account. 

3) Data Risks Assessment: When a Data Security Posture Management (DSPM) solution detects an account compromise, it implements corrective actions such as reconfiguring access controls, applying patches, and revoking unauthorized access. DSPM maintains detailed logs and audit trails of all data audits conducted. The DSPM system will automatically update its data management policies to ensure compliance if new regulatory requirements emerge.

Despite having Data Security Posture Management (DSPM) solutions, organizations still need a platform for Security Control Evaluation that can flag any gaps or insufficiencies in encryption, like Fortanix Key Insight.