The Smart TV in Your LivingRoom Is a Node in the AIScraping Economy The work at Include Security has us working with AI day in and day out (hacking it, using it, t... 2026-6-5 16:1:11 | 阅读: 8 | 收藏 | Include Security Research Blog - blog.includesecurity.com bright proxy network battery residential

CTFs in the AI Era 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。我得先仔细读一下这篇文章，了解主要内容。 文章主要讲的是前沿模型，特别是强大的LLMs，如何改变了CTF比赛的格局。作者参加了BSidesSF 2026的CTF比赛，发现很多选手都使用了ChatGPT等工具。今年的比赛发生了巨大变化，16支队伍完全解决了所有挑战，这得益于自动化工具和LLMs的应用。 文章还提到LLMs在解决中等难度的挑战时非常高效，但更复杂的任务还是需要人类专家的指导。此外，CTF和实际渗透测试有很大的不同，比如目标结构、验证过程、上下文管理等，这些都使得LLMs在渗透测试中效果有限。 总结一下，文章的核心是LLMs对CTF的影响及其在安全领域的潜力与局限。我需要把这些要点浓缩到100字以内。 好的，现在试着组织语言：文章讨论了前沿模型如何改变CTF比赛和安全领域。BSidesSF 2026展示了AI在解决中等挑战中的高效性，但复杂任务仍需人类专家。同时指出CTF与实际渗透测试的区别，强调AI在安全中的潜力与局限。 这样应该符合用户的要求了。 </think> 文章讨论了前沿模型如何改变网络安全领域,特别是CTF比赛。BSidesSF 2026展示了AI在解决中等挑战中的高效性,但复杂任务仍需人类专家指导。同时指出CTF与实际渗透测试的区别,强调AI在安全中的潜力与局限。... 2026-4-23 16:1:13 | 阅读: 27 | 收藏 | Include Security Research Blog - blog.includesecurity.com ctfs llms llm bsidessf solved

The AWS Console and Terraform Security Gap 好的，我现在需要帮用户总结这篇文章的内容，控制在一百个字以内，而且不需要用“文章内容总结”这样的开头。首先，我得仔细阅读文章，理解它的主要观点。 文章主要讨论了使用Terraform等工具配置AWS云资源时的安全隐患。作者指出，虽然AWS控制台在设置安全默认值方面有所改进，但通过API驱动的工具如Terraform创建资源时，这些安全措施往往缺失。这导致了云配置中的潜在安全漏洞。 接下来，文章列举了几个具体的例子，比如RDS实例的加密、Lambda函数的资源策略以及IAM密码策略的配置错误。这些例子说明了Terraform在某些情况下会继承AWS API的旧默认设置，而这些设置可能不够安全。 然后，作者探讨了为什么会出现这种情况。主要是因为Terraform使用的是AWS SDK，而SDK为了保持向后兼容性，保留了一些旧的行为。此外，Terraform的设计理念也导致了在更新默认值时可能会破坏现有的基础设施。 最后，文章提出了一些解决方案，包括使用静态分析工具（如Trivy）、实施组织SCP策略、采用策略即代码的方法以及使用中央模块来确保安全最佳实践。 总结一下，文章的核心是指出通过Terraform等工具配置AWS资源时存在的安全差距，并提供了一些应对措施。因此，在总结时需要涵盖这些关键点：Terraform与AWS控制台之间的安全差距、具体例子以及解决方案。 </think> 文章指出通过 Terraform 等工具配置 AWS 云资源时存在安全隐患。与 AWS 控制台相比，API 驱动的工具保留了旧默认设置（如未加密存储），可能导致漏洞。常见问题包括 RDS 实例未加密、Lambda 权限缺少源 ARN 约束及 IAM 密码策略配置错误。为应对这些问题，建议使用静态分析工具（如 Trivy）、实施组织 SCP 策略、采用策略即代码方法及使用中央模块以确保安全最佳实践。... 2026-2-19 16:24:34 | 阅读: 8 | 收藏 | Include Security Research Blog - blog.includesecurity.com security arn encryption rds trivy

Immutable Strings in Java – Are Your Secrets Still Safe? How Java’s Immutability Exposes Sensitive Data in Android Apps and BeyondIntroductionAt... 2025-11-11 19:2:38 | 阅读: 25 | 收藏 | Include Security Research Blog - blog.includesecurity.com memory immutable collector security attacker

Production Security, Not That Kind 本文分析了Allen & Heath SQ-6音频混音器的安全性，探讨了其网络控制、移动应用及物理访问等攻击面，并发现移动应用存在认证绕过漏洞及MIDI服务无认证访问等问题。... 2025-10-3 19:33:51 | 阅读: 16 | 收藏 | Include Security Research Blog - blog.includesecurity.com network mixer allen heath midi

LLMs in Applications – Understanding and Scoping Attack Surface 文章探讨了大型语言模型（LLMs）在应用中的安全性问题，分析了其对攻击面的影响及潜在风险，并提出了通过限制模型访问权限和加强外部安全控制来减少漏洞的方法。... 2025-7-17 19:1:53 | 阅读: 83 | 收藏 | Include Security Research Blog - blog.includesecurity.com llm security chatbot scoping malicious

Misinterpreted: What Penetration Test Reports Actually Mean 文章探讨了渗透测试报告的常见误解，指出漏洞不代表失败、"干净"报告未必可靠、并非所有发现都需要修复，并强调安全是持续过程而非完美结果。... 2025-5-27 16:27:16 | 阅读: 10 | 收藏 | Include Security Research Blog - blog.includesecurity.com security client development testers

Cross-Site WebSocket Hijacking Exploitation in 2025 本文探讨了跨站WebSocket劫持（CSWSH）漏洞及其在现代浏览器中的缓解情况。CSWSH利用WebSocket协议缺乏同源策略保护的特点，允许恶意网站通过用户浏览器发起攻击。文章分析了浏览器安全改进（如SameSite=Lax默认设置、Firefox的Total Cookie Protection和Chrome的Private Network Access）对CSWSH的影响，并通过案例研究展示了这些改进如何限制了CSWSH的可利用性。作者建议开发者在服务器端验证WebSocket握手请求来源以防御此类攻击。... 2025-4-17 18:59:37 | 阅读: 26 | 收藏 | Include Security Research Blog - blog.includesecurity.com cswsh samesite chrome network lax

Memory Corruption in Delphi 文章探讨了Delphi/Object Pascal语言的内存安全问题，尽管被归类为“内存安全”语言，但通过构造栈溢出和堆使用后释放等示例代码，展示了潜在的内存腐败漏洞，并提供了开发建议以避免相关风险。... 2025-3-13 18:55:16 | 阅读: 49 | 收藏 | Include Security Research Blog - blog.includesecurity.com memory delphi obj2 obj1 corruption

Replacing a Space Heater Firmware Over WiFi 本文探讨了Govee智能电热器的固件更新漏洞。研究人员通过中间人攻击劫持固件更新过程，成功植入恶意固件并完全控制设备。该漏洞源于未验证的HTTP固件更新机制。尽管厂商计划修复漏洞并召回产品，但未提供明确时间表。... 2025-2-4 20:0:59 | 阅读: 40 | 收藏 | Include Security Research Blog - blog.includesecurity.com firmware ota govee uart heater

Spelunking in Comments and Documentation for Security Footguns When we perform security assessments at Include Security, we like to have a holistic view of th... 2024-11-21 03:0:43 | 阅读: 34 | 收藏 | Include Security Research Blog - blog.includesecurity.com security library hop redirecturl footguns

Vulnerabilities in Open Source C2 Frameworks Application and source code security assessments are the primary focus of our work at Include S... 2024-9-19 03:23:24 | 阅读: 67 | 收藏 | Include Security Research Blog - blog.includesecurity.com teamserver c2 sliver havoc agents

Coverage Guided Fuzzing – Extending Instrumentation to Hunt Down Bugs Faster! We at IncludeSec sometimes have the need to develop fuzzing harnesses for our clients as part o... 2024-4-26 02:30:28 | 阅读: 28 | 收藏 | Include Security Research Blog - blog.includesecurity.com jerryscript jerry ecma buildid

Discovering Deserialization Gadget Chains in Rubyland At Include Security we spend a good amount of time extending public techniques and creating new... 2024-3-14 02:32:24 | 阅读: 46 | 收藏 | Include Security Research Blog - blog.includesecurity.com marshal dry rails payload privatecall

Improving LLM Security Against Prompt Injection: AppSec Guidance For Pentesters and Developers – Part 2 Summary of Key PointsThis is part two of the series of blog posts on prompt injection.... 2024-2-9 03:42:3 | 阅读: 45 | 收藏 | Include Security Research Blog - blog.includesecurity.com embedding injection embeddings poem llm

Improving LLM Security Against Prompt Injection: AppSec Guidance For Pentesters and Developers By Abraham Kang, Managing Consultant, Include SecuritySummaryPrompt Injection is the Ac... 2024-1-24 04:36:10 | 阅读: 41 | 收藏 | Include Security Research Blog - blog.includesecurity.com llm injection gpt robots denied

Think that having your lawyer engage your penetration testing consultancy will help you? Think again. Guest Post: Neil Jacobs (deals with cyber law stuff)Many companies engage their pen tes... 2023-10-27 00:0:0 | 阅读: 50 | 收藏 | Include Security Research Blog - blog.includesecurity.com client attorney advice consultant capital

Impersonating Other Players with UDP Spoofing in Mirror Mirror is an open-source multiplayer game framework for Unity. The history of Mirror is pretty... 2023-4-19 00:0:0 | 阅读: 28 | 收藏 | Include Security Research Blog - blog.includesecurity.com mirror sn client attacker kcp

Mitigating SSRF in 2023 Server-Side Request Forgery (SSRF) is a vulnerability that allows an attacker to trick a server... 2023-3-21 00:6:37 | 阅读: 35 | 收藏 | Include Security Research Blog - blog.includesecurity.com ssrf library flask network attacker

Hacking Unity Games with Malicious GameObjects, Part 2 Hello again!In the last post I talked about a way I found to execute arbitrary code in Unit... 2022-9-14 00:0:0 | 阅读: 43 | 收藏 | Include Security Research Blog - blog.includesecurity.com unity prefab unityengine gameobject animation