42 Matching Annotations
  1. Last 7 days
    1. Vulnerability reports, on their own, do not protect anyone. The value comes from validating the issue, understanding its impact, developing and testing a patch, coordinating disclosure, and helping teams deploy the fix.

      大多数人认为发现并报告漏洞本身就提供了安全价值,但作者明确表示,单纯的漏洞报告并不能保护任何人。这一观点挑战了安全行业普遍重视漏洞数量而非修复质量的共识,强调了从发现到修复的完整流程才是真正有价值的部分。

  2. Jun 2026
    1. in 89% of the 198 manually reviewed vulnerability reports, our expert contractors agreed with Claude's severity assessment exactly, and 98% of the assessments were within one severity level. If these results hold consistently for our remaining findings, we would have over a thousand more critical severity vulnerabilities and thousands more high severity vulnerabilities.

      89%的严重性评估精确一致是一个重要的校准信号:它意味着Mythos不仅能找到漏洞,还能准确理解其安全影响。这个校准水平与经验丰富的人类安全研究员相当甚至更优。基于这个比率外推的「上千个关键严重性漏洞」虽然是估计值,但有统计基础——这是迄今为止关于AI大规模漏洞发现能力最有力的量化声明。

    2. the total cost was under $20,000 and found several dozen more findings. While the specific run that found the bug above cost under $50, that number only makes sense with full hindsight. Like any search process, we can't know in advance which run will succeed.

      2万美元找到「几十个」高严重性漏洞(包括一个27年历史的OpenBSD内核崩溃漏洞)——这个成本效益比彻底颠覆了传统安全审计的经济学。顶级渗透测试公司的日费率通常在数千到数万美元之间,且不保证结果。Mythos将漏洞发现的边际成本压缩到了每个漏洞数百美元级别,这意味着大规模、持续性的自动化漏洞狩猎在经济上已经完全可行。

  3. May 2026
    1. The most urgent finding this week comes from researchers who demonstrated that the very mechanism enabling agents to use tools - function calling - can be hijacked with alarming reliability.

      这一发现揭示了AI代理工具调用接口的安全漏洞,为构建安全的AI代理系统提出了新的挑战。

  4. Apr 2026
    1. we probably will publish more curl vulnerabilities in 2026 than we have done in many years, maybe ever.

      大多数人认为随着安全实践的提升,软件漏洞数量应该减少,但作者预测2026年curl的漏洞发布数量可能会创下历史新高。这一观点挑战了'安全状况持续改善'的主流认知,暗示AI安全审计工具可能正在发现更多过去被忽视的漏洞。

    1. We experienced a sudden and extreme spike in Gemini API usage. The traffic was not correlated with our actual users and appeared to be automated.

      描述了高达54,000欧元的账单激增现象,表明AI API使用监控和防护存在严重漏洞,这种自动化滥用突显了当前API安全机制的脆弱性,对AI服务提供商和开发者都是警钟。

    1. select known-vulnerable dependency versions 50% more often than humans.

      这一统计洞察颠覆了“AI写代码更安全”的迷思。AI代理在优化代码功能性时,往往以牺牲安全性为代价,倾向于选择存在已知漏洞的旧版本依赖。这反映出当前AI模型在训练时对安全维度的忽视,也警示我们在AI辅助开发流程中必须强制引入自动化的安全卡点。

  5. Mar 2025
  6. Jul 2023
  7. Aug 2022
  8. Jun 2021
    1. That means if an attacker can inject some JavaScript code that runs on the web app’s domain, they can steal all the data in localStorage. The same is true for any third-party JavaScript libraries used by the web app. Indeed, any sensitive data stored in localStorage can be compromised by JavaScript. In particular, if an attacker is able to snag an API token, then they can access the API masquerading as an authenticated user.
  9. May 2021
  10. Feb 2021
  11. Dec 2020
  12. Oct 2020
    1. Could you please explain why it is a vulnerability for an attacker to know the user names on a system? Currently External Identity Providers are wildly popular, meaning that user names are personal emails.My amazon account is my email address, my Azure account is my email address and both sites manage highly valuable information that could take a whole company out of business... and yet, they show no concern on hiding user names...

      Good question: Why do the big players like Azure not seem to worry? Microsoft, Amazon, Google, etc. too probably. In fact, any email provider. So once someone knows your email address, you are (more) vulnerable to someone trying to hack your account. Makes me wonder if the severity of this problem is overrated.

      Irony: He (using his full real name) posts:

      1. Information about which account ("my Azure account is my email address"), and
      2. How high-value of a target he would be ("both sites manage highly valuable information that could take a whole company out of business...")

      thus making himself more of a target. (I hope he does not get targetted though.)

    2. That is certainly a good use-case. One thing you can do is to require something other than a user-chosen string as a username, something like an email address, which should be unique. Another thing you could do, and I admit this is not user-friendly at all, to let them sign up with that user name, but send the user an email letting them know that the username is already used. It still indicates a valid username, but adds a lot of overhead to the process of enumeration.
  13. Aug 2020
  14. May 2020
  15. Apr 2020
  16. May 2017
  17. Jan 2017
  18. Dec 2016
  19. Oct 2016
  20. Aug 2016
    1. "We demonstrate that well-known compression-based attacks such as CRIME or BREACH (but also lesser-known ones) can be executed by merely running JavaScript code in the victim’s browser. This is possible because HEIST allows us to determine the length of a response, without having to observe traffic at the network level."

      HEIST attacks can be blocked by disabling 3rd-party cookies.

      https://twitter.com/vanhoefm<br> https://twitter.com/tomvangoethem

  21. Jun 2016
  22. Apr 2016
  23. Feb 2016
  24. Nov 2015
    1. Businesses need to be more careful to avoid revealing customers' personal information. And they should record calls, and watch them collectively over time for signs of suspicious activity.

      The harasser in this article tricked customer service representatives into giving him private details about his victims. Starting with whatever information he could find online (a birthdate, the name of a pet) he would call repeatedly until he succeeded in getting other details -- which would make him still more convincing, so he could get more details.

      In one case, he pretended to be a company technician for ISP Cox Communications. They didn't have a procedure to verify the ID of their own technicians?

      Social engineering)

    1. All new Dell laptops and desktops shipped since August 2015 contain a serious security vulnerability that exposes users to online eavesdropping and malware attacks.

      "At issue is a root certificate installed on newer Dell computers that also includes the private cryptographic key for that certificate. Clever attackers can use this key from Dell to sign phony browser security certificates for any HTTPS-protected site."