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行业动态 dadrian.io · @Hacker News

打地鼠式安全修复正在失败

原文 我的收藏

文章指出传统漏洞修复方式(打地鼠)难以应对复杂安全挑战,主张采用系统性安全工程和AI辅助的不变量验证,并强调人类用户是安全链中的薄弱环节。

AI推荐理由 文章讨论网络安全中打地鼠式修复的局限性,提出系统性安全工程和AI辅助验证,观点有深度。来源为个人博客,但评论显示内容有启发性,信息密度较高,对AI在安全领域的应用有参考价值。

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Domain: dadrian.io Points: 33 | Comments: 8 [Top Comments] - I think you can safely skip to the last three paragraphs here. - While I had the same thoughts about the coming cyber-apocalypse, the ugly truth is that it doesn't make a difference as in a year or so models will be so persuasive and skilled in social engineering that even the hardest cyberdefense in the world doesn't keep them from exfiltrating any information they want by targeting not the system, but the users: leveraging data from the dark web, humans for rent or devising highly deceptive scams you can t even imagine. Maybe you can upgrade digital systems until they are 'fully fortified' in theory, but humans have an upper limit what they can understand / perceive / critically analyse (not to even speak about engineered high pressure situations) that can't be upgraded. - > Maybe you can upgrade digital systems until they are 'fully fortified' in theory, but humans have an upper limit what they can understand / perceive / critically analyse (not to even speak about engineered high pressure situations) that can't be upgraded. There is an answer to that - simplify and abstract. Lots of human software is unnecessarily complex, often caused by backwards compatibility and general human creativity. Take sendmail vs postfix as an example of this process. - I feel that it's not such a clear distinction between whackamole bug fixing and systematic security engineering. For instance, he uses an example of recurring security vulnerabilities in Chromium: a DCHECK violation again and again and again. However, DCHECK is a Chromium assertion used to defensively check invariants. In other words, it's an example of the invariant-based security engineering, which he contrasts with the whackamole approach. Just to be clear, I think he has a point and I enjoyed reading it---but the problems we're saddled with won't disappear in a flash of enlightenment. - the security as identity vs security as outcome split rings true. where do bug bounty programs - > leverage AI to implement verifiable enforcement of the invariants The only verifiable invariants that are going to work in the long run are: ``` air gaps data diodes ``` Interposing relays used to be used with PLCs[1] to prevent motor control systems from energizing both forward and reverse power to a large motor in the unlikely but possible event of control systems failure. We need to apply the same amount of engineering rigor to our computer systems. We simply shouldn't trust software to a job that belongs in hardware. [1] - There are two phases I've seen in becoming a security engineer. The first phase is moving beyond the "I am an engineer" mindset, where the goal is to build systems that fit into a specific set of design constraints. You have to realize that systems can operate outside of those design constraints. This is shockingly hard for good engineers to learn -- I've been in rooms full of them when they have their "aha" moment. The second phase is when engineers realize that just whacking specific vulnerabilities is not going to end bugs -- that you need to take systematic actions to close entire vulnerability classes. That's where formal verification, sandboxing, MTE etc. come from. But in practice so far, this doesn't end vulnerabilities, it just leads to a bunch of new and more exciting ones. I want to believe that with enough of a push we can get AIs to finish all of this and we'll be security-bug free. But if we can't, at least we can get to the point where new vulnerabilities are costly again. - [delayed]

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Hacker News 打地鼠式安全修复正在失败 09-09 · 原文发布
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