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kerng

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embracethered.com 2mo ago

Copirate 365: Plundering in the Depths of Microsoft Copilot (CVE-2026-24299)

kerng
2pts0
cdn.prod.website-files.com 3mo ago

The AI-Assisted Breach of Mexico's Government Infrastructure [pdf]

kerng
6pts0
embracethered.com 9mo ago

GitHub Copilot: Remote Code Execution via Prompt Injection (CVE-2025-53773)

kerng
128pts18
embracethered.com 9mo ago

Machine Learning Attack Series: Image Scaling Attacks (2020)

kerng
3pts0
monthofaibugs.com 9mo ago

Month of AI Bugs (August 2025)

kerng
3pts0
embracethered.com 10mo ago

Cross-Agent Privilege Escalation: When Agents Free Each Other

kerng
3pts0
embracethered.com 10mo ago

AgentHopper: An AI Virus

kerng
6pts0
embracethered.com 10mo ago

Amazon Q Developer: Remote Code Execution with Prompt Injection

kerng
2pts0
embracethered.com 10mo ago

AWS Kiro: Arbitrary Code Execution via Indirect Prompt Injection

kerng
5pts0
embracethered.com 11mo ago

Amazon Q Developer for VS Code: Remote Code Execution with Prompt Injection

kerng
5pts1
embracethered.com 11mo ago

GitHub Copilot: Remote code execution via prompt injection (CVE-2025-53773)

kerng
15pts2
embracethered.com 11mo ago

I Spent $500 to Test Devin for Prompt Injection So That You Don't Have To

kerng
4pts0
embracethered.com 11mo ago

Cursor IDE: Arbitrary Data Exfiltration via Mermaid (CVE-2025-54132)

kerng
4pts0
embracethered.com 1y ago

Security Advisory: Anthropic's Slack MCP Server Vulnerable to Data Exfiltration

kerng
5pts0
embracethered.com 1y ago

Hosting COM Servers with an MCP Server (AI-Powered Office Automation)

kerng
3pts0
embracethered.com 1y ago

AI ClickFix: Hijacking Computer-Use Agents

kerng
4pts0
twitter.com 1y ago

ChatGPT: Dump all your memories and chat history for inspection

kerng
3pts0
twitter.com 1y ago

Latest Gemini models now follow invisible Unicode Tag instructions

kerng
5pts0
embracethered.com 1y ago

Sneaky Bits: Advanced Data Smuggling using just two invisible Unicode characters

kerng
2pts0
embracethered.com 1y ago

ChatGPT Operator: Prompt Injection Exploits and Defenses

kerng
5pts0
embracethered.com 1y ago

Security ProbLLMs in XAI's Grok: A Deep Dive

kerng
1pts0
twitter.com 1y ago

How to Find XSS in 2024

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3pts0
embracethered.com 1y ago

Spyware Injection into ChatGPT's Long-Term Memory (SpAIware)

kerng
5pts0
embracethered.com 1y ago

Microsoft Copilot: Prompt Injection, ASCII Smuggling and Exfiltration of Emails

kerng
3pts0
embracethered.com 1y ago

Google Colab AI: Data Leakage Fixed. Some Risks Remain

kerng
5pts0
embracethered.com 2y ago

Breaking Instruction Hierarchy in OpenAI's GPT-4o-mini

kerng
3pts0
www.youtube.com 2y ago

Prompt Injections in the Wild – Exploiting LLM Agents – Hitcon 2023 [video]

kerng
3pts0
embracethered.com 2y ago

GitHub Copilot: From Prompt Injection to Data Exfiltration

kerng
7pts0
embracethered.com 2y ago

Automatic Tool Invocation When Browsing with ChatGPT – Threats and Mitigations

kerng
4pts0
embracethered.com 2y ago

Bobby Tables but with LLMs – Google NotebookML Data Exfiltration

kerng
3pts0

What happened here is not related to agentic behavior or instructions in .md files. It's a binary a user runs, it scoops up their files and sends them to a third-party.

And the user even paid $99/month or more for having their data leaked.

When I read about MCP the first time and saw that it requires a "tools/list" API reminded me of COM/DCOM/ActiveX from Microsoft, it had things like QueryInterface and IDispatch. And I'm sure that wasn't the first time someone came up with dynamic runtime discovery of APIs a server offers.

Interestingly, ActiveX was quite the security nightmare for very similar reasons actually, and we had to deal with infamous "DLL Hell". So, history repeats itself.

Might be better to say that most companies think they have that kind of isolation, but pentesting, red teaming and incidents then later proof they don't. I have even seen companies routing prod traffic to test systems, it's not uncommon.

Test pretty much always leads to prod.

This makes me wonder why does OpenAI not build in a mitigation by default that requires a confirmation that they control? Why leave it up to the tool developers to mitigate, many of whom never heard of confused deputy attacks?

Seems like a missed opportunity to make things a little more secure.

These attacks are more closely related to social engineering the LLM, rather then traditional "injections".

https://embracethered.com/blog/posts/2023/ai-injections-dire...

There aren't any specific limited amount of tokens to inject or mitigate against, there is an "infinite" amount of trickery the AI might misinterpret or be persuaded to do.

Annual security training will be needed for AI, to learn about the latest phishing attacks, much like for humans. Only have joking.

Very interesting thought on how to mitigate this, because I think a solution like with parameterized queries isnt possible - at least with my current understanding (the attack is more of a "social engineering" attack on the AI).

Regarding the supervisor AI, in theory it would be vulnerable to the same attack but probably more difficult to perform. One could even have multiple supervisors (with different sensitivity levels or focus areas) to get a vote on the content I guess.

Interesting problem space.

Does Lastpass have a requirement on the length of the master password?

Documentation says they recommend 12 characters as minimum, which seems short. Wondering if its enforced or if it's possible to have "password123" as master password?

Also, sounds like URL leaked in clear text - so targeted attacks will be very likely. This is quite bad with long running implications.

Most will tell you that its about luck or perseverance, but reality it's about the network and people you know majority of the times.

If you ever worked at FAANG or graduated from Ivy League, or have connected parents it's actually difficult to not get money from VCs - especially the last 2-3 years. Assuming that you have a reasonable sounding idea. Network and connections is highly undervalued. Once you have money, long term success becomes more likely also.

Maybe it will be like with China and cedit card usage. China just skipped credit cards and does everything in phone. They were behind, now they are leading the pack. Countries embracing crypto could go similar route.

That would be true if Microsoft would have stayed with DOS as foundation.

But they knew the shaky foundation and built NT which is a very good and that decision is probably the main reason Windows is still around.