Building secure and scalable MCP servers
Practical patterns for managing secrets and securing MCP servers in production
Vendor news
Funding rounds, leadership changes, incidents, new capabilities and announcements across the vendors in this catalog — collected automatically from vendors' own public feeds. Product release versions are on their own page, so the landing feed here never reads as one vendor's changelog.Where this comes fromEvery item links to the vendor's own published source: a GitHub release feed, a changelog, a status page, an SEC filing or a company blog. Nothing here is written or editorially reviewed by 0-Doubt, and nothing is a recommendation — it is machine-collected public record, labelled the same way as all other baseline content on the platform. Coverage is uneven by design: a vendor that publishes no public feed will not appear, and that absence is not a judgement about the vendor.
25,089 matching stories — showing up to 3 per vendorPer-vendor capWhile browsing, no single vendor may fill more than three slots on any one page, so a vendor with a chatty release cadence cannot buy the page you are looking at. That means a page can render fewer stories than the count above. Searching a headline or naming a vendor turns the cap off, because then you have asked to see everything that matches.
Sandbox Spending
Static vs Dynamic Data Masking: Why Most Teams Are Missing the Third Option
Your data masking strategy has a gap. Static masks copies. Dynamic masks views. But your production data? Still exposed. Here's the approach that fixes it.
AI Across the SDLC: The New Role of Developers in 2026 - Backslash
AI agents now run the SDLC, from planning to AppSec to orchestration. Developers move up to architecture, validation, security, and AI workflow oversight.
2026 ASM Index: the most common attack surface exposures
We analyzed 3,000 attack surfaces to find out how widespread exposure is, what organizations are exposing, and how long it takes to remove it.
Top KnowBe4 Competitors (2026): Enterprise Security Awareness Platforms Compared | Hoxhunt SAT category highlights
May 12, 2026 | The top KnowBe4 competitors for enterprise in 2026: Hoxhunt, Proofpoint, SoSafe, Cofense PhishMe and MetaCompliance, compared on outcomes, admin effort, and reporting.
Using Claude Code with Coder Workspaces
Run Claude Code on governed cloud infrastructure instead of local laptops. Learn how Coder secures AI coding agents with centralized controls and audit trails.
Solution Brief: Prevent malicious insiders infiltrating the workforce
The post Solution Brief: Prevent malicious insiders infiltrating the workforce appeared first on imper.ai.
Why Agentic AI Must Think in Cohorts, Not Individual Cases | Averlon
Most AI agents evaluate decisions one at a time. In security, that breaks. Learn why cohort-based reasoning is required and how judge agent forest (JAF) improves consistency across related findings.
DigitalXForce vs MetricStream: Which Platform Fits Which Program
DigitalXForce tests controls against live data from the security stack, maps each control once to 50+ compliance frameworks and keeps security posture and third-party risk on the same data layer. Continuous Control Assurance (CCA) uses evidence, monitoring and validation to determine whether controls continue to operate as expected. MetricStream calls its product an AI-first Connected […] The post DigitalXForce vs MetricStream: Which Platform Fits Which Program first appeared on DigitalXFo
PAMDOORa: The Linux Backdoor Hiding Inside Authentication
PAMDOORa: The Linux Backdoor Hiding Inside Authentication
ShadowDragon® × District 4 Labs: Behind the Partnership
The post ShadowDragon® × District 4 Labs: Behind the Partnership appeared first on ShadowDragon®.
Why Model Accuracy Isn’t the Only Metric That Matters in AI
For most organizations, early AI conversations revolve around one question: Is the model accurate? It is a reasonable place to start. Accuracy shows whether a model produces correct responses and helps data science teams validate training approaches, compare architectures, and improve results. But accuracy alone says very little about how AI behaves once it leaves […]
Securing Data+AI in a Modern Defense Environment with Symmetry Systems
ABOUT Industry: Defense Technology CUSTOMER OVERVIEW A leading AI-driven defense technology company set out to modernize its data and AI... The post Securing Data+AI in a Modern Defense Environment with Symmetry Systems appeared first on Symmetry Systems.
OWASP Top 10 for LLM Applications, Mapped to Vaikora Runtime Controls
The OWASP Top 10 for LLM Applications (2025 edition) is the closest thing the AI security industry has to a consensus threat model. It enumerates the ten categories of weakness that show up most often when production LLM systems go wrong. The post OWASP Top 10 for LLM Applications, Mapped to Vaikora Runtime Controls appeared first on Data443.
Microsegmentation vs Network Segmentation: The Question Every Security Team Eventually Asks
Flat networks are no longer defensible. At some point, every enterprise reaches the same inflection: we need segmentation, but what kind? That question often gets framed as a choice: network...
What Bank Examiners Are Prioritizing in 2026: Cyber Edition
The post What Bank Examiners Are Prioritizing in 2026: Cyber Edition appeared first on DefenseStorm.
What Credit Union Examiners Are Prioritizing in 2026: Cyber Edition
The post What Credit Union Examiners Are Prioritizing in 2026: Cyber Edition appeared first on DefenseStorm.
MultiCare Health System Wins 2026 CSO Award for 'From Department of No to Culture of Yes' Microsegmentation Initiative
Recognized for an identity-based microsegmentation project across 13 hospitals, 350+ urgent care and outpatient clinics, with 99% device discovery in minutes and zero downtime to patient care. Third Elisity customer to win a CSO Award since 2023.
Why Your SIEM Can't Detect Agentic AI Threats (And What Actually Can)
TL;DR OpenTelemetry has made it easy to collect telemetry from AI agents, but most security teams have no idea what to actually do with that data once they have it. The default move is to send it to the SIEM, where it joins the rest of the log pile and gets evaluated against rules. This […] The post Why Your SIEM Can't Detect Agentic AI Threats (And What Actually Can) appeared first on Reveal.
Why Your SIEM Can't Detect Agentic AI Threats (And What Actually Can)
TL;DR OpenTelemetry has made it easy to collect telemetry from AI agents, but most security teams have no idea what to actually do with that data once they have it. The default move is to send it to the SIEM, where it joins the rest of the log pile and gets evaluated against rules. This […] The post Why Your SIEM Can't Detect Agentic AI Threats (And What Actually Can) appeared first on Reveal.
What can privileged users access in Salesforce?
Salesforce user privileges can quietly expand beyond intended limits. Understanding what privileged users can access is key to controlling risk.
Securing the Alliance in the Quantum Era
In part two of his NATO Association of Canada interview, Brad McInnis explores why post-quantum readiness is central to defence interoperability across NATO, NORAD, and Five Eyes environments.
7 Warning Signs Your Microsoft 365 Retention Strategy Is Not Enough
Microsoft 365 retention is essential—but retention alone is not data resilience. For many IT teams, Microsoft 365 native retention policies and Microsoft Purview are the foundation for governing business data. They help organizations define what should be kept, for how long, and under what conditions. But they may give a false sense of security when […]
AI Security Architecture: The Key to Verifiable AI | Uptycs
Key Takeaways AI security architecture determines whether AI can reason or only retrieve. Without a unified data model, security AI is forced to guess across fragmented systems. Verifiable security AI starts at the data layer. A unified ontology enables transparent investigations backed by raw evidence, not probabilistic answers. Structural design, not model choice, is the real differentiator. Platforms built on unified architecture deliver faster, provable investigations that teams can trust. W
Solution SIEM : rôle, fonctionnement et intégration dans un SOC managé
Qu’est-ce qu’un SIEM ? Une solution SIEM (Security Information and Event Management) est une plateforme centrale qui permet de collecter, agréger et analyser les événements de sécurité issus de l’ensemble du système d’information. Elle constitue aujourd’hui un pilier des dispositifs de détection modernes, en particulier dans des environnements distribués et hybrides. Dans une entreprise, les […] The post Solution SIEM : rôle, fonctionnement et intégration dans un SOC managé appeared first
OneLayer Launches Technology Alliance Program to Advance Secure Private Cellular Adoption
New program establishes a certified ecosystem of integrations with technology partners delivering joint solutions for private LTE and 5G deployments. BOSTON, May 11, 2026 /PRNewswire/ — OneLayer, the leader in private LTE/5G asset management and Zero Trust security, today announced the launch of its Technology Alliance Program (TAP), a certified ecosystem of technology partners delivering […] The post OneLayer Launches Technology Alliance Program to Advance Secure Private Cellular Ad
Canvas, ShinyHunters and the case for least privilege in SaaS
When the front door is intact and the foundation gives way, the lesson stops being about phishing.Schools are pulling Canvas offline as finals week begins. Not because of a phishing campaign. Not because someone clicked a bad link. Because ShinyHunters found a way through the ’Free-For-Teacher’ tier of Instructure's production infrastructure and used it to reach data that should have been nowhere near it. The result, according to ShinyHunters' own claims, is 3.65 terabytes of data and
What really drives the cost of remote access software? A look under the hood at the costs and selection process for remote access providers
Remote access software pricing varies widely, but cost alone shouldn’t drive your decision. Understanding the factors behind pricing helps you choose a secure, scalable solution.
Vibe Hunting: Outcome-Driven Threat Hunting
Vibe Hunting is the meeting of human intuition with machine reasoning. Agents built by hunters to democratize threat hunting. Not just another co-pilot or AI overlay, but an enabler for security teams to add threat hunting to their skillset whether there’s dedicated threat hunters or not.
Hunt Mode: MCP Server Exploitations
Shadow AI is not a future risk. It is already inside your environment. Developers are connecting MCP servers to AI clients without centralized approval, visibility, or governance. These servers inherit user-level access, persist across sessions, and execute locally with no additional authentication prompt. From a defender's perspective, the activity looks like the user did it — because the process tree says so. That is the problem. And it is exactly where you hunt.
Advisory: The Instructure (Canvas) Breach and K-12 Supply Chain Security
Reading Time: 4 minsThe ongoing Instructure data ransom attack gives adversaries access to sensitive K-12 data. Discover how the breach happened and important steps educational institutions should take to defend themselves. The post Advisory: The Instructure (Canvas) Breach and K-12 Supply Chain Security appeared first on Lumu Technologies.
The SOC team’s guide to maximizing threat intelligence impact in Radiant
This guide covers Radiant's Threat Intelligence Hub: what it is, what's included out of the box, and how you can get the most out of it. The post The SOC team’s guide to maximizing threat intelligence impact in Radiant appeared first on Radiant Security.
Device Authority and Xalient Partner to Strengthen IoT Security for Enterprise Customers
The post Device Authority and Xalient Partner to Strengthen IoT Security for Enterprise Customers appeared first on Device Authority.
Fortifying Critical Infrastructure: The Shift from Defensible to Isolated
CISA's Critical Infrastructure Fortify initiative demands a fundamental shift in how we secure our most vital assets. By assuming connectivity is unreliable and networks are already compromised, we must move toward proactive isolation. Discover how Agilicus AnyX enables a 'disconnected yet connected' Zero Trust architecture that replaces the vulnerable VPN perimeter with secure, identity-based access.
Oppdatering av server
Verji System bruker i rom. I forbindelse med at vi forbereder lansering og migrering til Verji hierarki versjon 1, vil dere oppleve at det kommer en «Verji System» bruker inn i rom. Verji System er en systembrukerkonto som ikke eies eller disponeres av mennesker (verken Verji personale, eller andre). Kontoen brukes utelukkende av systemet, og er nødvendig for at løsningen fungerer som tiltenkt. Les mer: https://verji.no/driftsmeldinger/oppdatering-av-server
When Hackers Hunt for Pages Your CSP Forgot
WHEN HACKERS HUNT FOR PAGES YOUR CSP FORGOT A new Magecart attack shows how dangerous client-side threats become when attackers do not try to break the strongest part of a website, but search for the weakest one. In this case, the attacker looked for pages where Content Security Policy, or CSP, was missing or applied The post When Hackers Hunt for Pages Your CSP Forgot appeared first on Source Defense.
Configuring your web server to not disclose its identity
If you are running a web server, it often shows the world what type of server it is, its version number, and sometimes even the operating system. This information is exposed in HTTP response headers and can be obtained with a simple request using a... Read more The post Configuring your web server to not disclose its identity appeared first on Acunetix.
Supply Chain Attacks - abusing good nature for profit
Executive Summary Software supply chain attacks have evolved from opportunistic tampering to structured, repeatable campaigns targeting the trust fabric of modern software delivery. The current wave is not defined solely by malicious packages but also includes maintainer social engineering, CI/CD compromise, tag hijacking, secret harvesting from runners, malicious artifact publication, and lateral movement across interconnected tools.
Genie Makes Notable Appearance at CYBERSEC 2026 with AI-Driven Network Security
Genie Networks concluded a highly successful participation at CYBERSEC 2026, Taiwan’s largest cybersecurity event, where the company showcased how AI-powered traffic intelligence can strengthen both infrastructure security and telecom fraud investigation. Throughout the three-day conference, Genie engaged with a broad audience of government officials, telecom operators, enterprises, and cybersecurity professionals through keynote presentations, live demonstrations, […] The post Genie Makes