--- title: Stamus-Networks-Blog | Transparency description: Transparency | Follow our blog as we share our experiences, insights, perspectives and open-source experiments. --- [![Stamus Networks Logo](https://www.stamus-networks.com/hubfs/stamus_logo_blue_cropped-2.png "Stamus Networks Logo")](https://stamus-networks-6344338-hs-sites-com.sandbox.hs-sites.com/?hsLang=en) ![Stamus_Pattern_16x9](https://www.stamus-networks.com/hubfs/Backgrounds/Stamus_Pattern_16x9.png "Stamus_Pattern_16x9") # Stamus Networks Blog ## We believe that sharing information is necessary to improve global security. The purpose of this blog is to share our experiences, perspectives and experiments. ### Subscribe to our Blog [Blog](https://www.stamus-networks.com/blog) / Showing 12 results of 12 items. Reset All ### Category - Suricata - Network Detection and Response - Stamus Security Platform - Open Source - Stamus Labs - Back to Basics - Threat Hunting - SELKS - ClearNDR - Clear NDR Enterprise - IDS-IPS - Events - Network Security Monitoring - Threat intelligence - Declarations of Compromise - Clear NDR Community - Industry Perspective - Stamus News - Artificial Intelligence - Uncovered with SSP - Unique to Clear NDR - Transparency - Threats! What Threats? - Endpoint Detection - Core Principles - Compliance - Kibana - CVE - Phishing - Cloud Security - SANS - uncovered with Clear NDR - Jupyter Notebook - Splunk - XDR - Declarations of Policy Violations - GopherCap - Model Context Protocol (MCP) - NATO CCDCOE - Scirius Security Platform - Beaconing - MCP - Zero Trust - feature spotlight ### Recent Posts ### Posts by Categories - [Suricata (105)](https://www.stamus-networks.com/blog/tag/suricata) - [Network Detection and Response (104)](https://www.stamus-networks.com/blog/tag/network-detection-and-response) - [Stamus Security Platform (103)](https://www.stamus-networks.com/blog/tag/stamus-security-platform) - [Open Source (100)](https://www.stamus-networks.com/blog/tag/open-source) - [Stamus Labs (70)](https://www.stamus-networks.com/blog/tag/stamus-labs) - [Back to Basics (66)](https://www.stamus-networks.com/blog/tag/back-to-basics) - [Threat Hunting (63)](https://www.stamus-networks.com/blog/tag/threat-hunting) - [SELKS (57)](https://www.stamus-networks.com/blog/tag/selks) - [ClearNDR (50)](https://www.stamus-networks.com/blog/tag/clearndr) - [Clear NDR Enterprise (42)](https://www.stamus-networks.com/blog/tag/clear-ndr-enterprise) - [IDS-IPS (42)](https://www.stamus-networks.com/blog/tag/ids-ips) - [Events (32)](https://www.stamus-networks.com/blog/tag/events) - [Network Security Monitoring (32)](https://www.stamus-networks.com/blog/tag/network-security-monitoring) - [Threat intelligence (26)](https://www.stamus-networks.com/blog/tag/threat-intelligence) - [Declarations of Compromise (23)](https://www.stamus-networks.com/blog/tag/declarations-of-compromise) - [Clear NDR Community (21)](https://www.stamus-networks.com/blog/tag/clear-ndr-community) - [Industry Perspective (21)](https://www.stamus-networks.com/blog/tag/industry-perspective) - [Stamus News (19)](https://www.stamus-networks.com/blog/tag/stamus-news) - [Artificial Intelligence (15)](https://www.stamus-networks.com/blog/tag/artificial-intelligence) - [Uncovered with SSP (14)](https://www.stamus-networks.com/blog/tag/uncovered-with-ssp) - [Unique to Clear NDR (13)](https://www.stamus-networks.com/blog/tag/unique-to-clear-ndr) - [Transparency (12)](https://www.stamus-networks.com/blog/tag/transparency) - [Threats! What Threats? (11)](https://www.stamus-networks.com/blog/tag/threats-what-threats) - [Endpoint Detection (10)](https://www.stamus-networks.com/blog/tag/endpoint-detection) - [Core Principles (9)](https://www.stamus-networks.com/blog/tag/core-principles) - [Compliance (7)](https://www.stamus-networks.com/blog/tag/compliance) - [Kibana (7)](https://www.stamus-networks.com/blog/tag/kibana) - [CVE (6)](https://www.stamus-networks.com/blog/tag/cve) - [Phishing (6)](https://www.stamus-networks.com/blog/tag/phishing) - [Cloud Security (5)](https://www.stamus-networks.com/blog/tag/cloud-security) - [SANS (5)](https://www.stamus-networks.com/blog/tag/sans) - [uncovered with Clear NDR (5)](https://www.stamus-networks.com/blog/tag/uncovered-with-clear-ndr) - [Jupyter Notebook (4)](https://www.stamus-networks.com/blog/tag/jupyter-notebook) - [Splunk (4)](https://www.stamus-networks.com/blog/tag/splunk) - [XDR (4)](https://www.stamus-networks.com/blog/tag/xdr) - [Declarations of Policy Violations (3)](https://www.stamus-networks.com/blog/tag/declarations-of-policy-violations) - [GopherCap (3)](https://www.stamus-networks.com/blog/tag/gophercap) - [Model Context Protocol (MCP) (2)](https://www.stamus-networks.com/blog/tag/model-context-protocol-mcp) - [NATO CCDCOE (2)](https://www.stamus-networks.com/blog/tag/nato-ccdcoe) - [Scirius Security Platform (2)](https://www.stamus-networks.com/blog/tag/scirius-security-platform) - [Beaconing (1)](https://www.stamus-networks.com/blog/tag/beaconing) - [MCP (1)](https://www.stamus-networks.com/blog/tag/mcp) - [Zero Trust (1)](https://www.stamus-networks.com/blog/tag/zero-trust) - [feature spotlight (1)](https://www.stamus-networks.com/blog/tag/feature-spotlight) [See all](https://www.stamus-networks.com/blog/tag/transparency#) [![Breaking Free: How MCP and Open Standards End the Vendor Lock-In Cycle in Network Security](https://www.stamus-networks.com/hubfs/MCP-Vendor-Lockin-Blog-Image-16x9.jpg) ](https://www.stamus-networks.com/blog/breaking-free-how-mcp-and-open-standards-end-the-vendor-lock-in-cycle-in-network-security) ## [Breaking Free: How MCP and Open Standards End the Vendor Lock-In Cycle in Network Security](https://www.stamus-networks.com/blog/breaking-free-how-mcp-and-open-standards-end-the-vendor-lock-in-cycle-in-network-security) ** Feb 10, 2026 **Clément Genetet ** [Transparency](https://www.stamus-networks.com/blog/tag/transparency), [Clear NDR Community](https://www.stamus-networks.com/blog/tag/clear-ndr-community), [Clear NDR Enterprise](https://www.stamus-networks.com/blog/tag/clear-ndr-enterprise), [Model Context Protocol (MCP)](https://www.stamus-networks.com/blog/tag/model-context-protocol-mcp) The cybersecurity industry has a dirty secret: vendor lock-in isn't a bug, it's a feature. For... [Read More](https://www.stamus-networks.com/blog/breaking-free-how-mcp-and-open-standards-end-the-vendor-lock-in-cycle-in-network-security) [![](https://www.stamus-networks.com/hubfs/SN-SANS25-FutureOfDetection.jpg) ](https://www.stamus-networks.com/blog/the-future-of-threat-detection-response-automation-ai-and-the-shift-toward-proactive-security) ## [The Future of Threat Detection & Response: Automation, AI, and the Shift Toward Proactive Security](https://www.stamus-networks.com/blog/the-future-of-threat-detection-response-automation-ai-and-the-shift-toward-proactive-security) ** Jan 06, 2026 **D. Mark Durrett ** [Network Detection and Response](https://www.stamus-networks.com/blog/tag/network-detection-and-response), [Industry Perspective](https://www.stamus-networks.com/blog/tag/industry-perspective), [Transparency](https://www.stamus-networks.com/blog/tag/transparency), [Clear NDR Enterprise](https://www.stamus-networks.com/blog/tag/clear-ndr-enterprise), [uncovered with Clear NDR](https://www.stamus-networks.com/blog/tag/uncovered-with-clear-ndr), [SANS](https://www.stamus-networks.com/blog/tag/sans) Security teams aren’t just reacting to threats anymore, they’re working to stay ahead of them. The [*...*](https://www.stamus-networks.com/2025-sans-detection-and-response-survey?hsLang=en) [Read More](https://www.stamus-networks.com/blog/the-future-of-threat-detection-response-automation-ai-and-the-shift-toward-proactive-security) [![](https://www.stamus-networks.com/hubfs/SN-SANS25-BudgetPressure.jpg) ](https://www.stamus-networks.com/blog/doing-more-with-less-what-the-2025-sans-detection-response-survey-says-about-budget-pressure) ## [Doing More With Less: What the 2025 SANS Detection & Response Survey Says About Budget Pressure](https://www.stamus-networks.com/blog/doing-more-with-less-what-the-2025-sans-detection-response-survey-says-about-budget-pressure) ** Dec 30, 2025 **D. Mark Durrett ** [Network Detection and Response](https://www.stamus-networks.com/blog/tag/network-detection-and-response), [Industry Perspective](https://www.stamus-networks.com/blog/tag/industry-perspective), [Transparency](https://www.stamus-networks.com/blog/tag/transparency), [Clear NDR Enterprise](https://www.stamus-networks.com/blog/tag/clear-ndr-enterprise), [uncovered with Clear NDR](https://www.stamus-networks.com/blog/tag/uncovered-with-clear-ndr), [SANS](https://www.stamus-networks.com/blog/tag/sans) Budgets may not be shrinking, but they certainly aren’t keeping up with the complexity and scale of... [Read More](https://www.stamus-networks.com/blog/doing-more-with-less-what-the-2025-sans-detection-response-survey-says-about-budget-pressure) [![](https://www.stamus-networks.com/hubfs/SN-SANS25-CloudComplexity.jpg) ](https://www.stamus-networks.com/blog/cloud-complexity-skills-gaps-are-colliding-insights-from-the-2025-sans-detection-response-survey) ## [Cloud Complexity & Skills Gaps Are Colliding - Insights from the 2025 SANS Detection & Response Survey](https://www.stamus-networks.com/blog/cloud-complexity-skills-gaps-are-colliding-insights-from-the-2025-sans-detection-response-survey) ** Dec 23, 2025 **D. Mark Durrett ** [Network Detection and Response](https://www.stamus-networks.com/blog/tag/network-detection-and-response), [Declarations of Compromise](https://www.stamus-networks.com/blog/tag/declarations-of-compromise), [Cloud Security](https://www.stamus-networks.com/blog/tag/cloud-security), [Industry Perspective](https://www.stamus-networks.com/blog/tag/industry-perspective), [Artificial Intelligence](https://www.stamus-networks.com/blog/tag/artificial-intelligence), [Transparency](https://www.stamus-networks.com/blog/tag/transparency), [Clear NDR Enterprise](https://www.stamus-networks.com/blog/tag/clear-ndr-enterprise), [uncovered with Clear NDR](https://www.stamus-networks.com/blog/tag/uncovered-with-clear-ndr), [SANS](https://www.stamus-networks.com/blog/tag/sans) Cloud adoption continues to grow, but so do the challenges security teams face in detecting and... [Read More](https://www.stamus-networks.com/blog/cloud-complexity-skills-gaps-are-colliding-insights-from-the-2025-sans-detection-response-survey) [![Graphic - CISA’s New Cybersecurity Performance Goals | NDR’s Indispensable Role in Securing Critical Infrastructure](https://www.stamus-networks.com/hubfs/SN-CISA-2025-CPGs-v2.jpg) ](https://www.stamus-networks.com/blog/cisas-updated-cybersecurity-performance-goals-how-network-visibility-powers-compliance-for-critical-infrastructure) ## [CISA's Updated Cybersecurity Performance Goals:  NDR’s Indispensable Role in Securing Critical Infrastructure](https://www.stamus-networks.com/blog/cisas-updated-cybersecurity-performance-goals-how-network-visibility-powers-compliance-for-critical-infrastructure) ** Dec 17, 2025 **D. Mark Durrett ** [Network Detection and Response](https://www.stamus-networks.com/blog/tag/network-detection-and-response), [Declarations of Compromise](https://www.stamus-networks.com/blog/tag/declarations-of-compromise), [Industry Perspective](https://www.stamus-networks.com/blog/tag/industry-perspective), [Artificial Intelligence](https://www.stamus-networks.com/blog/tag/artificial-intelligence), [Transparency](https://www.stamus-networks.com/blog/tag/transparency), [Clear NDR Community](https://www.stamus-networks.com/blog/tag/clear-ndr-community), [Clear NDR Enterprise](https://www.stamus-networks.com/blog/tag/clear-ndr-enterprise) When CISA released [version 2.0](https://www.cisa.gov/news-events/news/cisa-unveils-enhanced-cross-sector-cybersecurity-performance-goals) of its [Cross-Sector Cybersecurity Performance Goals](https://www.cisa.gov/cross-sector-cybersecurity-performance-goals) last week, the... [Read More](https://www.stamus-networks.com/blog/cisas-updated-cybersecurity-performance-goals-how-network-visibility-powers-compliance-for-critical-infrastructure) [![](https://www.stamus-networks.com/hubfs/SN-SANS25-FalsePos.jpg) ](https://www.stamus-networks.com/blog/what-the-2025-sans-detection-response-survey-reveals-false-positives-alert-fatigue-are-worsening) ## [What the 2025 SANS Detection & Response Survey Reveals: False Positives & Alert Fatigue Are Worsening](https://www.stamus-networks.com/blog/what-the-2025-sans-detection-response-survey-reveals-false-positives-alert-fatigue-are-worsening) ** Dec 16, 2025 **D. Mark Durrett ** [Network Detection and Response](https://www.stamus-networks.com/blog/tag/network-detection-and-response), [Declarations of Compromise](https://www.stamus-networks.com/blog/tag/declarations-of-compromise), [Cloud Security](https://www.stamus-networks.com/blog/tag/cloud-security), [Industry Perspective](https://www.stamus-networks.com/blog/tag/industry-perspective), [Artificial Intelligence](https://www.stamus-networks.com/blog/tag/artificial-intelligence), [Transparency](https://www.stamus-networks.com/blog/tag/transparency), [Clear NDR Enterprise](https://www.stamus-networks.com/blog/tag/clear-ndr-enterprise), [uncovered with Clear NDR](https://www.stamus-networks.com/blog/tag/uncovered-with-clear-ndr), [SANS](https://www.stamus-networks.com/blog/tag/sans) Alert fatigue - the condition that arises from being overwhelmed by millions of vague alerts and... [Read More](https://www.stamus-networks.com/blog/what-the-2025-sans-detection-response-survey-reveals-false-positives-alert-fatigue-are-worsening) [![](https://www.stamus-networks.com/hubfs/SN-SANS25-5Trends%20(1).jpg) ](https://www.stamus-networks.com/blog/2025-sans-detection-response-survey-5-trends-you-cant-ignore) ## [2025 SANS Detection & Response Survey: 5 Trends You Can’t Ignore](https://www.stamus-networks.com/blog/2025-sans-detection-response-survey-5-trends-you-cant-ignore) ** Dec 09, 2025 **D. Mark Durrett ** [Network Detection and Response](https://www.stamus-networks.com/blog/tag/network-detection-and-response), [Cloud Security](https://www.stamus-networks.com/blog/tag/cloud-security), [Industry Perspective](https://www.stamus-networks.com/blog/tag/industry-perspective), [Artificial Intelligence](https://www.stamus-networks.com/blog/tag/artificial-intelligence), [Transparency](https://www.stamus-networks.com/blog/tag/transparency), [Clear NDR Enterprise](https://www.stamus-networks.com/blog/tag/clear-ndr-enterprise), [SANS](https://www.stamus-networks.com/blog/tag/sans) Security teams are under tremendous pressure. Cloud complexity, alert fatigue, staffing shortages,... [Read More](https://www.stamus-networks.com/blog/2025-sans-detection-response-survey-5-trends-you-cant-ignore) [![How to Evaluate True Transparency in NDR Solutions](https://www.stamus-networks.com/hubfs/Evaluate-True-Transparency-16x9.jpg) ](https://www.stamus-networks.com/blog/how-to-evaluate-true-transparency-in-ndr-solutions) ## [How to Evaluate True Transparency in NDR Solutions](https://www.stamus-networks.com/blog/how-to-evaluate-true-transparency-in-ndr-solutions) ** Apr 17, 2025 **D. Mark Durrett ** [Industry Perspective](https://www.stamus-networks.com/blog/tag/industry-perspective), [Back to Basics](https://www.stamus-networks.com/blog/tag/back-to-basics), [Artificial Intelligence](https://www.stamus-networks.com/blog/tag/artificial-intelligence), [Transparency](https://www.stamus-networks.com/blog/tag/transparency) In today's complex cybersecurity landscape, Network Detection and Response (NDR) solutions have... [Read More](https://www.stamus-networks.com/blog/how-to-evaluate-true-transparency-in-ndr-solutions) [![5 Questions to Ask Before Renewing Your NDR Solution](https://www.stamus-networks.com/hubfs/5-Questions-Before-Renewal-16x9.jpg) ](https://www.stamus-networks.com/blog/5-questions-to-ask-before-renewing-your-ndr-solution) ## [5 Questions to Ask Before Renewing Your NDR Solution](https://www.stamus-networks.com/blog/5-questions-to-ask-before-renewing-your-ndr-solution) ** Apr 15, 2025 **D. Mark Durrett ** [Industry Perspective](https://www.stamus-networks.com/blog/tag/industry-perspective), [Back to Basics](https://www.stamus-networks.com/blog/tag/back-to-basics), [Artificial Intelligence](https://www.stamus-networks.com/blog/tag/artificial-intelligence), [ClearNDR](https://www.stamus-networks.com/blog/tag/clearndr), [Unique to Clear NDR](https://www.stamus-networks.com/blog/tag/unique-to-clear-ndr), [Transparency](https://www.stamus-networks.com/blog/tag/transparency) In today's rapidly evolving threat landscape, network detection and response (NDR) solutions play a... [Read More](https://www.stamus-networks.com/blog/5-questions-to-ask-before-renewing-your-ndr-solution) [![The Hidden Costs of Anomaly-Only Detection & Response Systems](https://www.stamus-networks.com/hubfs/Hidden-Costs-of-Anomaly-Only.jpg) ](https://www.stamus-networks.com/blog/the-hidden-costs-of-anomaly-only-detection-response-systems) ## [The Hidden Costs of Anomaly-Only Detection & Response Systems](https://www.stamus-networks.com/blog/the-hidden-costs-of-anomaly-only-detection-response-systems) ** Apr 10, 2025 **D. Mark Durrett ** [Network Detection and Response](https://www.stamus-networks.com/blog/tag/network-detection-and-response), [Core Principles](https://www.stamus-networks.com/blog/tag/core-principles), [Artificial Intelligence](https://www.stamus-networks.com/blog/tag/artificial-intelligence), [ClearNDR](https://www.stamus-networks.com/blog/tag/clearndr), [Unique to Clear NDR](https://www.stamus-networks.com/blog/tag/unique-to-clear-ndr), [Transparency](https://www.stamus-networks.com/blog/tag/transparency) In recent years, AI-based anomaly detection has become a cornerstone of network security marketing.... [Read More](https://www.stamus-networks.com/blog/the-hidden-costs-of-anomaly-only-detection-response-systems) [![Beyond the Black Box: Why Transparency Matters in Network Detection](https://www.stamus-networks.com/hubfs/Beyond-Black-Boxb-16x9.jpg) ](https://www.stamus-networks.com/blog/beyond-the-black-box-why-transparency-matters-in-network-detection) ## [Beyond the Black Box: Why Transparency Matters in Network Detection](https://www.stamus-networks.com/blog/beyond-the-black-box-why-transparency-matters-in-network-detection) ** Apr 08, 2025 **D. Mark Durrett ** [Declarations of Compromise](https://www.stamus-networks.com/blog/tag/declarations-of-compromise), [Back to Basics](https://www.stamus-networks.com/blog/tag/back-to-basics), [ClearNDR](https://www.stamus-networks.com/blog/tag/clearndr), [Unique to Clear NDR](https://www.stamus-networks.com/blog/tag/unique-to-clear-ndr), [Transparency](https://www.stamus-networks.com/blog/tag/transparency) In today's complex threat landscape, cybersecurity teams face an overwhelming challenge: detecting... [Read More](https://www.stamus-networks.com/blog/beyond-the-black-box-why-transparency-matters-in-network-detection) [![High-Fidelity Events: How Clear NDR Eliminates Alert Fatigue and Extensive Tuning](https://www.stamus-networks.com/hubfs/Alert-Fatigue-Tuning-16x9.jpg) ](https://www.stamus-networks.com/blog/high-fidelity-events-how-clear-ndr-eliminates-alert-fatigue-and-extensive-tuning) ## [High-Fidelity Events: How Clear NDR Eliminates Alert Fatigue and Extensive Tuning](https://www.stamus-networks.com/blog/high-fidelity-events-how-clear-ndr-eliminates-alert-fatigue-and-extensive-tuning) ** Apr 03, 2025 **D. Mark Durrett ** [Network Detection and Response](https://www.stamus-networks.com/blog/tag/network-detection-and-response), [Threat Hunting](https://www.stamus-networks.com/blog/tag/threat-hunting), [Declarations of Compromise](https://www.stamus-networks.com/blog/tag/declarations-of-compromise), [Artificial Intelligence](https://www.stamus-networks.com/blog/tag/artificial-intelligence), [ClearNDR](https://www.stamus-networks.com/blog/tag/clearndr), [Unique to Clear NDR](https://www.stamus-networks.com/blog/tag/unique-to-clear-ndr), [Transparency](https://www.stamus-networks.com/blog/tag/transparency), [Declarations of Policy Violations](https://www.stamus-networks.com/blog/tag/declarations-of-policy-violations) For security teams using Darktrace and similar anomaly-based NDR solutions, the scenario is all too... [Read More](https://www.stamus-networks.com/blog/high-fidelity-events-how-clear-ndr-eliminates-alert-fatigue-and-extensive-tuning) [![Stamus-Logo-with-R-white](https://www.stamus-networks.com/hs-fs/hubfs/Stamus-Logo-with-R-white.png?width=2000&height=536&name=Stamus-Logo-with-R-white.png "Stamus-Logo-with-R-white")](https://www.stamus-networks.com/?hsLang=en) ABOUT STAMUS® NETWORKS Stamus Networks is the network intelligence foundation for AI-powered security operations and the creator of the Clear NDR® system. Built on Suricata, the world's leading open-source network security engine, Clear NDR transforms raw network traffic into actionable security insights with unmatched transparency, customization, and effectiveness. Designed to close visibility gaps and reduce alert fatigue, Clear NDR is trusted by leading financial institutions, government agencies, and has been battle-tested over ten years in NATO's largest cybersecurity exercises. Stamus Networks empowers security teams with greater control, fewer false positives, faster response times, and a more responsive, open approach than legacy vendors. - [**](https://www.linkedin.com/company/stamus-networks) - [**](https://twitter.com/StamusN/) - [**](https://www.youtube.com/Stamus-Networks) - [* *](https://discord.gg/JUMSU9uA) - Paris, FranceIndianapolis, USA **[contact@stamus-networks.com](mailto:contact@stamus-networks.com) [Privacy](https://www.stamus-networks.com/privacy-policy?hsLang=en) © 2014-2026 Stamus Networks, Inc. All rights Reserved.