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CEO David Bellini Says Level Equity Investment Accelerates AI and Acquisitions
CyberFox has raised a nine-figure growth investment from Level Equity marking its first outside capital after years of bootstrapping. CEO David Bellini says the funding will fuel AI-driven development international expansion and acquisitions as the company builds a full cybersecurity platform.

New NSA Guidance Demands Continuous Access Checks, Implementation Overhaul
The National Security Agency's new zero trust guidance instructs agencies to move beyond login-based security by continuously assessing user behavior and app-layer activity in real time, aiming to close gaps that allow post-authentication abuse and elevate federal defenses against modern threats.

Class Action Stems From 2023 Ransomware Attack Affecting More Than 500,000
Capital Health, which operates hospitals and other facilities in New Jersey and Pennsylvania, agreed to pay $4.5 million to settle consolidated class action litigation involving a 2023 LockBit ransomware and data theft attack affecting more than a 500,000 patients and employees.

ITRC Report: 2025 Breach Notices Lack Critical Details as AI-Based Attacks Surge
The Identity Theft Resource Center tracked a record 3,322 U.S. data breaches in 2025, more than any previous year. Yet, only 30% of breach notices included actionable details that other defenders need. ITRC's James Lee warns that this lack of transparency puts people and businesses at greater risk.

CEO David Bellini Says Level Equity Investment Accelerates AI and Acquisitions
CyberFox has raised a nine-figure growth investment from Level Equity marking its first outside capital after years of bootstrapping. CEO David Bellini says the funding will fuel AI-driven development international expansion and acquisitions as the company builds a full cybersecurity platform.

New NSA Guidance Demands Continuous Access Checks, Implementation Overhaul
The National Security Agency's new zero trust guidance instructs agencies to move beyond login-based security by continuously assessing user behavior and app-layer activity in real time, aiming to close gaps that allow post-authentication abuse and elevate federal defenses against modern threats.

Software development relies on a steady flow of third-party code, automated updates, and fast release cycles. That environment has made the software supply chain a routine point of entry for attackers, with malicious activity blending into normal build and deployment processes. A recent ReversingLabs study documents how these conditions played out across open source ecosystems during 2025, with attackers leaning on scale, trust, and automation to spread malware and harvest credentials. Share of 2025 open-source … More →

The post Open-source attacks move through normal development workflows appeared first on Help Net Security.

A CVSS score 8.8 AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H severity vulnerability discovered by 'Hossein Lotfi (@hosselot) of TrendAI Zero Day Initiative' was reported to the affected vendor on: 2026-02-03, 50 days ago. The vendor is given until 2026-06-03 to publish a fix or workaround. Once the vendor has created and tested a patch we will coordinate the release of a public advisory.

A CVSS score 7.8 AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H severity vulnerability discovered by 'Mark Vincent Yason (markyason.github.io)' was reported to the affected vendor on: 2026-02-03, 52 days ago. The vendor is given until 2026-06-03 to publish a fix or workaround. Once the vendor has created and tested a patch we will coordinate the release of a public advisory.

嗯，用户让我总结一下这篇文章的内容，控制在一百个字以内，而且不需要用“文章内容总结”之类的开头。直接写描述。 首先，我得通读一下这篇文章。看起来是关于2025年企业SSO（单点登录）仍然存在的问题。文章提到了SAML的复杂性、配置错误、证书管理等问题。然后讨论了OIDC和OAuth2的优势，以及企业在选择协议时的挑战。 接下来，文章还探讨了构建与购买CIAM解决方案的权衡，提到了维护成本、安全风险等。技术架构部分强调了API网关的重要性，以及如何处理大规模用户同步和权限管理。 最后，未来趋势部分提到了FIDO2、无密码认证和去中心化身份等新技术的发展。 所以，我需要把这些要点浓缩到100字以内。要涵盖SSO的挑战、协议选择、构建vs购买、技术架构和未来趋势。 可能的结构是：指出SSO在2025年仍面临问题，如SAML复杂性；讨论协议选择；提到构建与购买的挑战；强调安全和架构的重要性；最后提到未来趋势如无密码认证。 这样就能在有限字数内全面概括文章内容了。 文章探讨了2025年企业单点登录（SSO）仍面临的挑战，包括SAML协议复杂性、配置错误、证书管理等问题。同时分析了 OIDC 和 OAuth 2.0 的优势及企业实际应用中的权衡。文章还讨论了构建与购买 CIAM 解决方案的利弊，并强调了安全性和架构设计的重要性。最后展望了未来趋势，如无密码认证和去中心化身份的潜力。

Master Enterprise SSO in 2025. Learn about SAML, OIDC, and CIAM strategies for CTOs and VP Engineering to secure B2B platforms and prevent data breach.

The post The Ultimate Guide to Single Sign-On in 2025 appeared first on Security Boulevard.

A vulnerability classified as critical was found in parisneo lollms-webui up to 9.4. This affects the function ExtensionBuilder.build_extension of the file /reinstall_extension. Executing a manipulation of the argument data.name can lead to path traversal: '\..\filename'. The identification of this vulnerability is CVE-2024-2356. The attack may be launched remotely. There is no exploit available. Upgrading the affected component is advised.

A vulnerability was found in run-llama llama_index up to 0.12.40. It has been declared as problematic. This vulnerability affects the function llama_index.core of the component SimpleDirectoryReader. Executing a manipulation can lead to resource consumption. This vulnerability is registered as CVE-2025-6208. It is possible to launch the attack remotely. No exploit is available. It is recommended to upgrade the affected component.

A vulnerability, which was classified as problematic, has been found in mlflow up to 3.3.x. This impacts an unknown function of the file /tmp. The manipulation leads to creation of temporary file in directory with insecure permissions. This vulnerability is referenced as CVE-2025-10279. The attack can only be performed from a local environment. No exploit is available. It is advisable to upgrade the affected component.

嗯，用户让我帮忙总结一篇文章，控制在一百个字以内，而且不需要特定的开头。首先，我得通读整篇文章，理解主要内容。 文章主要讲的是外部安全令牌服务（STS）的作用。STS作为身份验证的中间人，负责颁发、验证和交换安全令牌，使得不同应用能够信任用户身份，而无需直接处理密码。这样可以减少登录次数，提升用户体验。 接下来，文章提到了STS的几个关键功能：作为桥接不同域的中间人、外部化身份管理、协议转换等。此外，还讨论了为什么使用外部STS更好，比如提高安全性、简化审计、支持多种认证协议等。 最后，文章展望了未来的发展趋势，如去中心化身份和无密码认证，并强调选择合适的STS提供商的重要性。 现在需要把这些内容浓缩到100字以内。重点突出STS的作用、优势以及未来趋势。确保语言简洁明了。 文章介绍了外部安全令牌服务（STS）的作用与优势。STS作为身份验证的中间人，负责颁发、验证和交换安全令牌，使不同应用能够信任用户身份而无需直接处理密码。通过外部化身份管理、协议转换和简化审计流程，STS提升了用户体验和安全性。未来趋势包括去中心化身份和无密码认证。

Learn how to implement Single Sign-On with External Security Token Services (STS). A deep dive into SAML, OIDC, and token exchange for CTOs and VP Engineering.

The post Single Sign-On with External Security Token Services appeared first on Security Boulevard.

嗯，用户让我帮忙总结一篇文章，控制在100字以内，而且不需要用“文章内容总结”这样的开头。首先，我需要理解用户的需求。他们可能是在阅读一篇关于环境异常的文章，想要一个简洁的摘要。 接下来，我要分析文章内容。文章提到“当前环境异常”，这可能是指网络、系统或其他环境问题。然后提到“完成验证后即可继续访问”，这说明需要进行某种验证步骤才能恢复访问。最后有一个“去验证”的链接或按钮。 所以，总结时要涵盖环境异常、验证步骤和继续访问的内容。同时要保持简洁，不超过100字。我应该避免使用复杂的术语，让总结清晰易懂。 现在，把这些点组织成一个连贯的句子。比如：“当前环境出现异常状态，需完成验证后方可继续访问。” 这样既简洁又涵盖了所有关键信息。 最后，检查字数是否符合要求，并确保没有使用任何开头模板。这样应该能满足用户的需求了。 当前环境出现异常状态，需完成验证后方可继续访问。

好，我需要帮用户总结这篇文章的内容。首先，看看文章的标题是“环境异常”，里面提到当前环境有问题，完成验证后才能继续访问。还有“去验证”的按钮。所以主要内容是说环境有问题，需要验证才能继续。 用户要求控制在100字以内，不需要特定的开头，直接描述内容。所以我要简洁明了地表达这个意思。可能的表达方式是：“当前环境出现异常，需完成验证后方可继续访问。”这样既准确又符合字数要求。 再检查一下是否符合所有要求：中文、总结内容、不超过100字、没有特定开头。看起来没问题。所以最终的总结应该是这样的。 当前环境出现异常，需完成验证后方可继续访问。