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Truong (Jack) Luu

Information Systems Researcher

AI Sec Watch

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AI security threats move fast and get buried under hype and noise. Built by an Information Systems Security researcher to help security teams and developers stay ahead of vulnerabilities, privacy incidents, safety research, and policy developments.

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Daily BriefingMonday, March 30, 2026
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Anthropic's Leaked "Mythos" Model Raises Dual-Use Security Concerns: An unreleased Anthropic AI model called Mythos was accidentally exposed through a configuration error, revealing advanced reasoning and coding abilities specifically aimed at cybersecurity. The model's improved capability to find and exploit software vulnerabilities, plus its ability to autonomously fix its own code problems, could enable both more sophisticated cyberattacks and better defenses.

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Mistral Secures $830M for European AI Data Center: French AI startup Mistral raised $830 million in debt financing to build a Paris-area data center with thousands of Nvidia GPUs (specialized chips used for AI training) to train its large language models, aiming for 200 MW of European computing capacity by 2027.

Latest Intel

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01

GHSA-xjgw-4wvw-rgm4: MCP Atlassian has an arbitrary file write leading to arbitrary code execution via unconstrained download_path in confluence_download_attachment

security
Mar 10, 2026
Critical This Week5 issues
critical

CVE-2025-15379: A command injection vulnerability exists in MLflow's model serving container initialization code, specifically in the `_

CVE-2025-15379NVD/CVE DatabaseMar 30, 2026
Mar 30, 2026
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Critical Command Injection in MLflow Model Deployment: MLflow has a command injection vulnerability (where an attacker inserts malicious commands into input that gets executed) in its model serving code when deploying models with `env_manager=LOCAL`. The flaw allows attackers to execute arbitrary commands on deployment systems by inserting malicious content into the `python_env.yaml` file, which MLflow reads and uses in shell commands without validation. (CVE-2025-15379, Critical)

The MCP Atlassian tool's `confluence_download_attachment` function has a critical vulnerability where it writes downloaded files to any path on the system without checking directory boundaries. An attacker who can upload a malicious attachment to Confluence and call this tool can write arbitrary content anywhere the server process has write permissions, enabling arbitrary code execution (the ability to run any commands on the system), such as by writing a malicious cron job (a scheduled task) to execute automatically.

GitHub Advisory Database
02

GHSA-7r34-79r5-rcc9: MCP Atlassian has SSRF via unvalidated X-Atlassian-Jira-Url / X-Atlassian-Confluence-Url headers

security
Mar 10, 2026

MCP Atlassian has a server-side request forgery (SSRF, where a server is tricked into making requests to unintended URLs) vulnerability that allows an unauthenticated attacker to force the server to make outbound HTTP requests to any URL by supplying two custom headers without proper validation. This could enable credential theft in cloud environments or allow attackers to probe internal networks and inject malicious content into AI tool results.

GitHub Advisory Database
03

GHSA-r275-fr43-pm7q: simple-git has blockUnsafeOperationsPlugin bypass via case-insensitive protocol.allow config key enables RCE

security
Mar 10, 2026

The `blockUnsafeOperationsPlugin` in simple-git fails to block unsafe git protocol overrides when the configuration key is written in uppercase or mixed case (like `PROTOCOL.ALLOW` instead of `protocol.allow`), because the security check uses a case-sensitive regex while git itself treats config keys case-insensitively. An attacker who controls arguments passed to git operations can exploit this to enable the `ext::` protocol, which allows arbitrary OS command execution (RCE, remote code execution where an attacker runs commands on a system they don't control).

Fix: Add the `/i` flag to the regex to make it case-insensitive. Change the vulnerable code from `if (!/^\s*protocol(.[a-z]+)?.allow/.test(next))` to `if (!/^\s*protocol(.[a-z]+)?.allow/i.test(next))` in the `preventProtocolOverride` function located in `simple-git/src/lib/plugins/block-unsafe-operations-plugin.ts` at line 24.

GitHub Advisory Database
04

Mandiant’s founder just raised $190M for his autonomous AI agent security startup

industrysafety
Mar 10, 2026

Kevin Mandia, the founder of cybersecurity firm Mandiant, has launched a new startup called Armadin that raised $189.9 million to build autonomous AI agents (software designed to learn and respond to threats without human involvement). Mandia warns that AI-powered attacks are becoming more dangerous and faster, so Armadin aims to create automated defensive agents to help security teams combat these threats.

TechCrunch (Security)
05

Judge blocks Perplexity’s AI agents from shopping on Amazon

securitypolicy
Mar 10, 2026

A federal judge has blocked Perplexity's AI agents (software programs that can take actions on a user's behalf) from placing orders on Amazon after the company sued, claiming the agents accessed user accounts without permission. Amazon had repeatedly asked Perplexity to stop the unauthorized shopping feature before the court issued the order.

The Verge (AI)
06

ChatGPT can now create interactive visuals to help you understand math and science concepts

industry
Mar 10, 2026

OpenAI has added dynamic visual explanations to ChatGPT, a feature that lets users interact with animated diagrams to see how math and science concepts work in real time. Instead of just reading text explanations, users can adjust variables and immediately see how changes affect formulas and diagrams, such as modifying triangle sides to watch the hypotenuse update in the Pythagorean theorem. The feature currently covers over 70 math and science topics and is available to all logged-in ChatGPT users, with plans to expand it further.

TechCrunch
07

Meta acquires AI agent social network Moltbook

industry
Mar 10, 2026

Meta has acquired Moltbook, a social networking platform designed for AI agents (software programs that can perform tasks autonomously). The company's co-founders will join Meta's AI research division, called Meta Superintelligence Labs, starting in March.

The Guardian Technology
08

Google deepens Pentagon AI push after Anthropic sues Trump administration

policyindustry
Mar 10, 2026

Google is expanding its AI partnership with the Pentagon by introducing a tool called Agent Designer that lets military and civilian workers create custom AI agents (automated digital assistants) for routine administrative tasks on the Pentagon's enterprise AI system. This move comes after Anthropic sued the Trump administration for being designated a supply chain risk (a classification historically reserved for foreign adversaries) over its refusal to allow its AI technology to be used for autonomous weapons or domestic surveillance.

CNBC Technology
09

AgentMail raises $6M to build an email service for AI agents

industry
Mar 10, 2026

AgentMail is a startup that built an email service specifically designed for AI agents, providing an API platform (a set of tools that lets software programs communicate with each other) that gives AI agents their own email inboxes with features like two-way conversations, searching, and replying. The company raised $6 million in funding and has grown significantly since the launch of OpenClaw, a popular AI agent platform, attracting tens of thousands of human users and hundreds of thousands of agent users. To prevent misuse, AgentMail implements security measures including daily email limits for unauthenticated agents, rate limiting (restrictions on how many requests can be made in a time period) for unusual activity, and monitoring systems.

Fix: AgentMail has implemented the following security measures to counteract abuse: agent inboxes can only send 10 emails a day unless they are authenticated by a person; the platform imposes rate limits if it detects unusual levels of high activity from inboxes; and it monitors for bounce rates (though the source text cuts off before fully explaining this measure).

TechCrunch
10

Meta acquires Moltbook, the Reddit-like network for AI agents

industry
Mar 10, 2026

Meta has acquired Moltbook, a social network platform (like Reddit, where users share and discuss content) designed for AI agents to create and comment on posts. The Moltbook team will join Meta's AI research division to explore how AI agents can assist people and businesses.

The Verge (AI)
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critical

CVE-2026-33873: Langflow is a tool for building and deploying AI-powered agents and workflows. Prior to version 1.9.0, the Agentic Assis

CVE-2026-33873NVD/CVE DatabaseMar 27, 2026
Mar 27, 2026
critical

Attackers exploit critical Langflow RCE within hours as CISA sounds alarm

CSO OnlineMar 27, 2026
Mar 27, 2026
critical

CVE-2025-53521: F5 BIG-IP Unspecified Vulnerability

CVE-2025-53521CISA Known Exploited VulnerabilitiesMar 26, 2026
Mar 26, 2026
critical

CISA: New Langflow flaw actively exploited to hijack AI workflows

BleepingComputerMar 26, 2026
Mar 26, 2026