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本文从漏洞根因出发，深度剖析其完整代码执行链；基于Docker容器构建靶标环境，复现从Token窃取、公共流创建到控制Langflow容器的全过程；最后给出体系化的防御方案。本文旨在为AI平台安全研究者与安全管理人员提供可复现的漏洞剖析与实战防御参考。

随着暗网威胁持续迭代演化，本框架旨在为行业提供统一、科学、实战化的能力标尺，推动国内暗网情报能力向体系化、专业化、实战化方向高质量发展。

好的，我现在需要帮用户总结一篇文章的内容，控制在100字以内，而且不需要特定的开头。首先，我得仔细阅读文章内容，抓住主要信息。 文章讲的是Cloudflare的邮件发送服务即将在4月16日公测。这个服务是针对开发者，可以在Workers中直接发送和接收邮件。费用方面，Workers Paid订阅每月免费3000封，超过的话每1000封收费0.35美元，约合人民币2.39元。免费用户不能用这个功能。此外，文章还对比了其他同类产品的定价。 接下来，我需要把这些信息浓缩到100字以内。要突出Cloudflare的服务、公测时间、订阅费用、免费额度以及与其他服务的对比。同时，语言要简洁明了。 可能的结构是：先介绍服务和公测时间，然后说明订阅情况和费用结构，最后提到与其他产品的对比。这样既全面又简洁。 现在组织语言：“Cloudflare邮件发送服务将于4月16日公测，允许开发者在Workers中直接发送和接收邮件。Workers Paid订阅每月免费3000封邮件，超出部分每1,000封收费约2.39元人民币。该服务不支持纯免费用户使用，并与现有路由功能独立。” 检查一下字数是否在限制内，并确保所有关键点都涵盖到了。 Cloudflare邮件发送服务将于4月16日公测，允许开发者在Workers中直接发送和接收邮件。Workers Paid订阅每月免费3,000封邮件，超出部分每1,000封收费约2.39元人民币。该服务不支持纯免费用户使用，并与现有路由功能独立。

The titans of the technology sector have moved to fortify their defenses in a nascent phase of cyber

The post The Deflector Shield: Inside Project Glasswing’s $100M Race to Fix the Internet with AI appeared first on Penetration Testing Tools.

Разбираемся, как на самом деле распространяли запрещенный контент.

嗯，用户让我帮他总结一篇文章，控制在一百个字以内，而且不需要特定的开头。看起来他可能是在处理一个技术问题，特别是提到“error code: 521”。我得先弄清楚这个错误代码代表什么。 521错误通常和Cloudflare有关，可能是因为服务器配置问题或者DDoS攻击导致的。用户可能遇到了这个错误，想了解具体原因和解决方法。所以文章内容应该围绕这个错误展开，解释原因并提供解决步骤。 接下来，我需要确保总结简洁明了，涵盖主要点：错误原因、可能的影响因素以及解决建议。这样用户就能快速获取所需信息，解决问题。 文章描述了error code 521的问题，指出该错误通常由Cloudflare引起，常见于服务器配置问题或DDoS攻击情况下。文章还提供了可能的解决方案和建议。

作者：Yunhao Feng, Yifan Ding, Yingshui Tan等 译者：知道创宇404实验室翻译组 原文链接：https://arxiv.org/html/2604.06811v1 摘要 基于技能的智能体系统通过组合可复用技能完成复杂任务，在提升模块化与可扩展性的同时，引入了尚未被充分研究的安全攻击面。本文提出SkillTrojan，一种针对技能实现而非模型参数或训练数据的...

Apple computers have long since ceased to be a “serene harbor,” a reality underscored by the latest findings

The post Shattering the Myth of the “Serene Harbor”: Trojans and Info-Stealers Now Dominate macOS appeared first on Penetration Testing Tools.

好的，我现在需要帮用户总结一篇文章的内容，控制在100个字以内。用户已经提供了文章的详细内容，看起来这篇文章主要讨论了软件调试与养育幼儿之间的相似之处。作者Oshin Mundada是一位软件工程师和导师，他分享了自己在帮助早期和中期职业阶段的开发者的经验。 首先，我要确定文章的核心主题。看起来作者通过类比的方法，将调试软件的过程与养育幼儿进行比较，这可能包括解决问题、耐心、以及处理不可预测的情况等方面。这种类比可以帮助读者更好地理解调试的挑战和策略。 接下来，我需要将这些要点浓缩成一句话，不超过100个字。要确保涵盖作者的身份、文章的主题以及主要观点。例如，可以提到作者作为软件工程师和导师的身份，以及他如何通过比较调试软件和养育幼儿来分享经验。 最后，检查是否有任何冗余或不必要的信息，并确保语言简洁明了。这样用户就能快速抓住文章的主要内容。 这篇文章通过类比的方式，探讨了软件调试与养育幼儿之间的相似之处，并分享了作者作为软件工程师和导师的经验，帮助早期和中期职业阶段的开发者提升技能。

A vulnerability garnering the maximum severity rating has already been subjected to active exploitation, despite the remedial patch

The post Code Red for AI: CVSS-10 Vulnerability in Flowise Under Active Attack from Starlink IP appeared first on Penetration Testing Tools.

A vulnerability, which was classified as problematic, was found in WH Testimonials Plugin up to 3.0.0 on WordPress. Affected by this vulnerability is an unknown functionality. The manipulation of the argument wh_homepage/wh_text_short/wh_text_full results in cross site scripting. This vulnerability is reported as CVE-2023-1372. The attack can be launched remotely. No exploit exists.

A vulnerability classified as critical was found in WP Popup Banners Plugin up to 1.2.5 on WordPress. The affected element is an unknown function. Such manipulation of the argument banner_id leads to sql injection. This vulnerability is listed as CVE-2023-1471. The attack may be performed from remote. There is no available exploit.

A vulnerability was found in RapidLoad Power-Up for Autoptimize Plugin up to 1.7.1 on WordPress. It has been declared as problematic. This issue affects some unknown processing. Executing a manipulation can lead to cross-site request forgery. This vulnerability appears as CVE-2023-1472. The attack may be performed from remote. There is no available exploit.

A vulnerability identified as problematic has been detected in GMAce Plugin up to 1.5.2 on WordPress. The affected element is the function gmace_manager_server. Performing a manipulation results in cross-site request forgery. This vulnerability was named CVE-2023-1509. The attack may be initiated remotely. There is no available exploit.

A vulnerability marked as critical has been reported in YourChannel Plugin up to 1.2.3 on WordPress. Affected by this vulnerability is an unknown functionality of the component Setting Handler. The manipulation of the argument yrc_nuke leads to missing authorization. This vulnerability is referenced as CVE-2023-1865. Remote exploitation of the attack is possible. No exploit is available.

A vulnerability classified as problematic has been found in YourChannel Plugin up to 1.2.3 on WordPress. This affects the function clearKeys. This manipulation causes cross-site request forgery. This vulnerability is tracked as CVE-2023-1866. The attack is possible to be carried out remotely. No exploit exists.

A vulnerability classified as problematic was found in YourChannel Plugin up to 1.2.3 on WordPress. This vulnerability affects unknown code of the component Setting Handler. Such manipulation leads to cross-site request forgery. This vulnerability is listed as CVE-2023-1867. The attack may be performed from remote. There is no available exploit.

A vulnerability, which was classified as problematic, has been found in YourChannel Plugin up to 1.2.3 on WordPress. This issue affects some unknown processing of the component Setting Handler. Performing a manipulation results in cross site scripting. This vulnerability is cataloged as CVE-2023-1869. It is possible to initiate the attack remotely. There is no exploit available.