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speedscale

Production Data Access for Developers: RBAC and DLP

Mar 24, 2026 By Speedscale Team In Speedscale
If you run a software engineering tools team, you have almost certainly had this conversation: a developer asks for production data access to debug a real incident, and someone in the room says no. Not because the request is unreasonable (it isn’t), but because nobody wants to be the person who said yes when something goes wrong. That instinct is understandable. Production environments carry real risk. But the reflex to lock everything down has a cost that rarely gets accounted for.
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dreamfactory

The LiteLLM Supply Chain Attack: A Complete Technical Breakdown of What Happened, Who Is Affected, and What Comes Next

Mar 24, 2026 By Kevin McGahey In DreamFactory
In March 2026, security researcher isfinne discovered that LiteLLM version 1.82.8—the most popular open-source LLM proxy in the Python ecosystem, with approximately 97 million monthly downloads—contained credential-stealing malware published to PyPI. Within hours, version 1.82.7 was confirmed to carry a similar payload through a different injection method.
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perforce

How Enterprises Can Stay Compliant Under the Chile Data Protection Law

Mar 20, 2026 By Perforce In Perforce
Data privacy laws continue to evolve and expand their reach, touching consumers, businesses, and regions of the world. The European Union’s General Data Protection Regulation (GDPR) has inspired many countries to establish their own regulations and set similar parameters for data collection. The Chile Data Protection Law is one of these regulations. While staying compliant isn’t always simple, it’s necessary for your operations and maintaining customer trust.
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dreamfactory

Identity Passthrough and RBAC for Enterprise LLM Deployments | DreamFactory

Mar 20, 2026 By Kevin Hood In DreamFactory
Enterprise adoption of large language models introduces a fundamental security challenge: how do you grant AI agents access to internal data without creating a backdoor that bypasses your existing access controls? Traditional database connections rely on service accounts with broad permissions, but when an LLM queries your customer records or financial data on behalf of a user, it must respect that user's specific entitlements.
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dreamfactory

RBAC, Rate Limits, and Audit Logs: Enterprise Security Built In | DreamFactory

Mar 18, 2026 By Konnor Kurilla In DreamFactory
DreamFactory is a secure, self-hosted enterprise data access platform that provides governed API access to any data source, connecting enterprise applications and on-prem LLMs with role-based access and identity passthrough. It offers automated RBAC, precise field-level access control, configurable rate limits, and detailed audit logging that connects with SIEM and compliance systems.
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Enterprise AI Infrastructure Security - 4) Service Accounts & Automation Security

Mar 18, 2026 By ClearML In ClearML
Securing ClearML for the Enterprise — Part 4: Service Accounts & Automation Security In this video we walk through ClearML's service accounts — the identities behind your automated workloads — and how impersonation ensures least-privilege execution across your agents, pipelines, and schedulers. What we cover: Previous videos in this series.
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confluent

The Rise of the Open Security Lake: Why CISOs Are Betting on Open Table Formats

Mar 16, 2026 By William LaForest In Confluent
As we head into the RSA Conference this year, the conversation on the show floor is going to be different. Yes, artificial intelligence (AI) will be everywhere. But if you listen closely to the C-suite discussions happening behind closed doors, the real buzz isn't just about the newest detection algorithm. It’s about data gravity and the unprecedented data explosion driven by AI-fueled bad actors.
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Best PAM Solutions for Mid-Size Teams in 2026

Best PAM Solutions for Mid-Size Teams in 2026

Mar 16, 2026 By SystemsDigest In SystemsDigest
Privileged access management has a reputation problem. Nearly one in two IT leaders describes PAM implementation complexity as a top challenge. For enterprises with dedicated security engineering teams and six-figure budgets, that complexity is manageable. For everyone else, it is the reason PAM projects stall, get deprioritized, or never start at all. If you are part of a security team of two to ten people, or an IT leader at a mid-size company that needs to protect privileged credentials without running a multi-month deployment, this guide is for you.
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bugraptors

Stryker Cyberattack: The Enterprise Security Gaps That Just Exposed a Global Healthcare Giant?

Mar 13, 2026 By Rajeev Verma In BugRaptors
A $25 billion Fortune 500 medical device company, Stryker, was targeted by an Iran-linked hacker group that claimed to have wiped over 200,000 servers, mobile devices, and other systems, forcing the company to shut down offices in 79 countries. The medical technology industry has been hit hard by this huge problem. It's a stark warning that even the largest names in the business world can be hit by clever wiper malware.
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perforce

Data Masking vs. Tokenization: Understand the Differences & When to Use What

Mar 12, 2026 By Perforce In Perforce
Data masking vs. tokenization — which should your organization be using to protect sensitive data? The simplest answer: if you need to easily re-access original data, tokenization is preferable. If you need irreversibly transformed data for development or analytics, masking is the superior choice. This is especially true when it comes to using data for artificial intelligence (AI).
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