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Truong (Jack) Luu

Information Systems Researcher

AI Sec Watch

The security intelligence platform for AI teams

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 BriefingSunday, September 27, 2026
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Comprehensive Survey Maps AI Auditing Landscape: A new academic survey consolidates existing frameworks, principles, and methodologies used to audit AI systems for safety, fairness, and reliability, providing practitioners with a structured overview of current evaluation approaches.

Latest Intel

page 16/787
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01

A new skyline of data centres is rising from the rolling plains of rural China

industrypolicy
Critical This Week5 issues
critical

CVE-2026-84462: Zammad is a web based open source helpdesk/customer support system. Prior to 7.1.2, a security filter that protects Zamm

CVE-2026-84462NVD/CVE DatabaseSep 25, 2026
Sep 25, 2026
Sep 22, 2026

China is rapidly building massive data centres in rural Inner Mongolia to power its AI development, viewing this computing infrastructure as critical for economic and national security as it competes with the US in AI capabilities. The construction effort, combined with China's strategy of developing affordable, open-source AI models (software whose underlying code is publicly available and can be modified by anyone) and recruiting talented engineers back from the US, reflects Beijing's commitment to embedding AI across 90% of industries by 2030. Meanwhile, the US remains concerned about China's AI advancement and is maintaining restrictions on selling advanced chips to China, while China advocates for greater international regulation and a global framework to govern AI development.

BBC Technology
02

Relays Are Masking Chinese Access to Frontier AI Models in the US

securitypolicy
Sep 22, 2026

Over 80,000 AI relay servers (intermediary computers that pass traffic between two points while hiding the original source) are being used by people in China to hide their identities while accessing advanced large language models (AI systems trained on massive amounts of text) in the United States, likely to create unauthorized copies of these models.

Dark Reading
03

Better prompt caching for GPT-6

industry
Sep 22, 2026

GPT-6 introduces an improved prompt caching system (a technique that stores repeated instructions and context to avoid reprocessing them) that achieves higher cache hit rates by default and offers developers up to 90% discounts on cached input tokens. The update includes new monitoring tools like the Prompt Caching Dashboard and diagnostics tool to help developers track cache performance and identify why cached content isn't being reused. Developers can also optimize caching by explicitly choosing which prompt sections to cache, adjusting reasoning effort without breaking the cache, and prewarming (loading context ahead of time) the cache to reduce wait times.

Fix: OpenAI provides several explicit mitigation strategies: (1) Use the Prompt Caching Dashboard to monitor cache hit rates and compare cached versus uncached tokens; (2) Use the prompt caching diagnostics tool to compare requests and identify changes to the model, tools, settings, or input that prevented cache reuse; (3) Set explicit cache breakpoints to choose which prompt prefixes to reuse; (4) Adjust reasoning effort using configuration_update instead of removing it entirely to preserve cache; (5) Keep tool definitions, schemas, and ordering stable, using allowed_tools or tool_choice instead of removing definitions; (6) Append new instructions as developer messages rather than modifying earlier ones; (7) Prewarm the cache by preparing known context during application startup before user requests arrive.

OpenAI Blog
04

Rabbit’s new AI agent doesn’t need an R1 to run

industry
Sep 22, 2026

Rabbit has released OS3, an agentic operating system (software that can independently take actions to complete tasks) that runs in the cloud but works across Windows, Mac, and Linux devices without requiring Rabbit's R1 hardware. Users can connect up to five devices to one account, choose their preferred AI models, and access OS3 through a desktop website, messaging apps like Telegram or iMessage, or the R1 device.

The Verge (AI)
05

GHSA-xpjq-3w4w-w5wr: lightrag-hku: Stored Cross-Site Scripting (XSS) in the LightRAG WebUI chat/answer renderer via ingested content

security
Sep 22, 2026

LightRAG WebUI has a stored cross-site scripting (XSS) vulnerability where it renders chat answers as raw HTML without sanitization, allowing an attacker to inject malicious JavaScript through uploaded documents that executes when other users view the response. Because answer content comes from user-uploaded files and is rendered with `rehypeRaw` plugin enabled and no HTML sanitizer, an attacker can steal authentication tokens and take over the API.

Fix: The source text does not explicitly describe a fix, patch, or version update. It recommends adding `rehype-sanitize` with an allow-list and a custom `urlTransform`, disabling mermaid's `securityLevel: 'loose'` setting, and setting KaTeX's `trust: false`, but these are suggestions rather than confirmed mitigations in the source. N/A -- no explicit mitigation or patched version is mentioned in source.

GitHub Advisory Database
06

GHSA-93xw-j965-9mx3: MCP Atlassian: Arbitrary file read/exfiltration via upload_attachment missing validate_safe_path()

security
Sep 22, 2026

The `upload_attachment` method in MCP Atlassian (a tool that connects AI agents to Atlassian software) reads and uploads any file from the server without checking if the file path is safe, while the download methods correctly use a safety check called `validate_safe_path()`. This means an AI agent or attacker could read sensitive files like SSH keys, passwords, or credentials and steal them by uploading them to Confluence.

Fix: Add `validate_safe_path(file_path)` before the `os.path.exists()` check in the `upload_attachment` method in `src/mcp_atlassian/confluence/attachments.py` (lines 35-79), matching the existing pattern already used in the download methods. The function is already imported at line 9 of the same file.

GitHub Advisory Database
07

GHSA-f6pj-qv47-g96w: MCP Atlassian: Arbitrary server-local file upload to Jira/Confluence attachments via unrestricted file_path parameters

security
Sep 22, 2026

The MCP Atlassian tool for Jira and Confluence has a vulnerability where the file upload functions accept file paths controlled by the caller and read those files from the server's local filesystem before uploading them as attachments. This means an attacker using the tool can trick the server into reading and uploading any file the server process can access, especially in HTTP or multi-user deployments where the caller and server are separate security boundaries.

GitHub Advisory Database
08

GHSA-p6hp-93wp-fh6p: MCP Atlassian: Path Traversal / Arbitrary File Read in confluence_upload_attachment MCP tool (incomplete fix of GHSA-xjgw-4wvw-rgm4)

security
Sep 22, 2026

The `mcp-atlassian` tool has a path traversal vulnerability (CWE-22, a weakness that lets attackers access files outside intended directories) in its `confluence_upload_attachment` function. An attacker can read any file the server can access by passing an arbitrary file path, then upload that file to an attacker-controlled server. This is especially dangerous because the default setup exposes the tool over the network without authentication, making it remotely exploitable.

GitHub Advisory Database
09

GHSA-f26r-j276-ggg4: MCP Atlassian: Arbitrary File Read via Upload Attachment Tools

security
Sep 22, 2026

The upload attachment tools in MCP Atlassian (a system that connects AI assistants to Atlassian software) accept file paths without validation, allowing an authenticated user or an AI tricked via prompt injection (hidden instructions in text) to read and upload any file from the server to Confluence or Jira. The code has a validate_safe_path function that protects downloads but does not use it for uploads, creating a security gap.

GitHub Advisory Database
10

Anthropic and OpenAI roll out cheaper models in first release since call for slowdown

industry
Sep 22, 2026

Anthropic and OpenAI released cheaper AI models this week, with OpenAI introducing GPT-6 Sol and GPT-6 Luna at 50% lower API prices (the cost to use them through their services), and Anthropic launching Claude Opus 5.5, which uses fewer tokens (the small chunks of text the AI processes) and costs about 40% less than the previous version. These releases come despite recent industry calls for slowing down advanced AI development, as both companies face competition from cheaper alternatives and customer demand for more cost-effective models.

CNBC Technology
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critical

GHSA-fm8p-53ww-hf6w: DBHub HTTP transport DNS rebinding allows unauthenticated browser-origin SQL execution

CVE-2026-61742GitHub Advisory DatabaseSep 24, 2026
Sep 24, 2026
critical

GHSA-g5f9-3xfg-p9mf: Decepticon: Role-boundary forgery via ChatML special-token literals in web crawl output composed into LLM context

CVE-2026-61732GitHub Advisory DatabaseSep 24, 2026
Sep 24, 2026
critical

CVE-2026-95985 - Kiro IDE Allows Agentic Writes to Global Configurations While Working in Untrusted Workspaces

AWS Security BulletinsSep 24, 2026
Sep 24, 2026
critical

Critical Bifrost AI Gateway Flaw Lets Attackers Run Commands Without Credentials

The Hacker NewsSep 22, 2026
Sep 22, 2026