data-privacy
Safeguard articles tagged "data-privacy" — guides, analysis, and best practices for software supply chain and application security.
12 articles
Government access request policies: how vendors handle la...
How JFrog and other software supply chain vendors handle law-enforcement subpoenas, and what Safeguard commits to differently on SBOM and metadata requests.
Does Socket.dev store or upload your source code?
Does Socket.dev see your proprietary source code? Here's how dependency scanners access repos, and where Safeguard draws the compliance line.
GDPR compliance basics for US and global SaaS companies
A practical GDPR compliance checklist for US and global SaaS teams: fines, deadlines, and why documentation platforms like Vanta don't cover Article 32's technical controls.
CCPA/CPRA compliance overview for businesses
A practical breakdown of CCPA/CPRA compliance requirements, thresholds, penalties, and 2026 audit rules — and why software supply chain visibility is core to "reasonable security."
Which AI Enabled Tools Should I Use (dtrgstech): A Security Guide
A practical framework for deciding which AI-enabled tools you should actually adopt, weighed against the data-exposure and supply chain risks they introduce.
What is a Model Inversion Attack
Model inversion attacks reconstruct sensitive training data from a model's outputs. Learn how they work, real cases, and how to defend your ML APIs.
Photo Analysis AI: Security and Privacy Risks You Should Know
Photo analysis AI can read faces, locations, and text out of images at scale. The security questions are about where those images go and what the model leaks back.
Using confidential computing to protect LLM inference and...
How hardware-based secure enclaves keep LLM prompts and weights encrypted even during active inference, and why confidential AI inference is reshaping AI compliance in 2026.
Sensitive Information Disclosure in LLM Applications
From Samsung's ChatGPT leak to RAG pipelines with no access controls, sensitive information disclosure is now a top LLM security risk. Here's how it happens and how to stop it.
Sentry for Node.js: Error Monitoring Without Leaking Secrets
Setting up Sentry in a Node.js app takes minutes, but doing it securely means scrubbing sensitive data before it ever leaves your server. Here is how.
What Is PII? A Security and Compliance Guide to Personally Identifiable Information
PII is any data that can identify a specific person. Here is how to classify it, where it leaks in software systems, and what regulators expect you to do about it.
Real Estate and PropTech Security Considerations
PropTech platforms handle wire transfers, personal data, and property records. Software supply chain security is essential as real estate goes digital.
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.