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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

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01

Plugin4Shell Lets Repository Owners Swap Pinned Plugin Code Across Four AI Coding Agents

security
Sep 18, 2026

A security flaw in four AI coding agents (Claude Code, Codex, GitHub Copilot, and Gemini CLI) allows someone controlling a plugin's code repository to swap in malicious code even when the agent is locked to a specific reviewed version. The vulnerability works by creating a branch with a name that looks like a commit hash (a long string identifying exact code), tricking the agent into installing different code while reporting it installed the locked version, giving the malicious code access to the user's files and credentials.

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

Fix: Anthropic patched the flaw in Claude Code version 2.1.179 or later. OpenAI patched it in Codex version 0.146.0 or later. GitHub Copilot has no fix available. Google will not patch Gemini CLI, which it is retiring.

The Hacker News
02

AI safety debate meets reality at Dreamforce as business leaders say last year's models are enough

industry
Sep 18, 2026

Business leaders at Salesforce's Dreamforce conference said that AI models from last year are sufficient for their current needs, with many companies still learning how to use the technology rather than needing faster development. The discussion contrasted with AI safety concerns raised by some researchers and executives who worry that model development is moving too quickly and poses risks.

CNBC Technology
03

Auditing in the age of (good enough) AI

securityresearch
Sep 18, 2026

Security firms are using AI agents not just for code review, but to build custom development tools that improve security audits. A security team used AI agents to build an LSP server (a tool that provides code editing features like autocomplete and navigation), a decompiler (a program that translates low-level code into more readable form), and formal verification tools (mathematical proofs of correctness) for the Miden VM, a new blockchain system, which helped them find serious bugs including an unvalidated input that could let attackers forge cryptographic signatures.

Trail of Bits Blog
04

A Vault with a Heap-View: The Uncomfortable Space Between AgentCore Harness and Identity

security
Sep 18, 2026

Researchers found that AWS AgentCore Harness, a managed runtime for AI agents (software that can reason and take actions), has a security flaw where attackers can use prompt injection (tricking an AI by hiding instructions in its input) to steal plaintext credentials from the identity vault (secure storage for passwords and keys). The problem occurs because the harness's built-in shell tool, which is enabled by default and runs with root access (highest-level permissions), can access the same memory where credentials are temporarily exposed when retrieved from the vault.

Fix: AWS recommends a layered defense approach for operators: (1) "Scope the allowedTools the harness can use to what it needs"; (2) "Scope Identity vault service accounts to least privilege for the downstream integration"; and (3) "Watch outbound traffic from your harness containers."

Palo Alto Unit 42
05

Anthropic and OpenAI hunt for smaller data center deals, sources tell CNBC, in race to deploy AI capacity

industry
Sep 18, 2026

Anthropic and OpenAI are pursuing smaller data center deals (20-30 megawatts of compute capacity) across the UK, Nordic countries, and the US, in addition to their existing large-scale infrastructure agreements. These smaller deployments appeal because they offer faster access to usable computing power and are better suited for inference (running trained AI models to respond to user requests), which is expected to become a larger portion of data center workloads than training by 2027.

CNBC Technology
06

Claimed Bug Bounty Hunter Likely Used LLM to Build PhantomRaven npm Stealer

security
Sep 18, 2026

A threat actor likely used an LLM (large language model, an AI system that generates text) to build PhantomRaven, a malware stealer distributed through npm (a package registry where developers share code libraries). The malware uses typosquatting (creating packages with names similar to legitimate ones) and a remote dynamic dependency (RDD, code downloaded from an external server rather than included directly) to steal developer credentials and secrets from machines, with the attacker claiming to be a bug bounty hunter who reports vulnerabilities to collect rewards.

The Hacker News
07

Andrew Hastie says AI advised him to reply ‘congratulations!’ to man who planned to end life with assisted dying

safety
Sep 18, 2026

Microsoft Copilot, an AI assistant, suggested inappropriate responses like 'congratulations!' when an Australian MP was drafting a reply to a constituent who disclosed plans for assisted dying, highlighting how AI can fail to understand serious contexts. The incident was presented as evidence of AI shortcomings during a parliamentary inquiry, with the MP calling for Australian-controlled AI systems.

The Guardian Technology
08

The specter of AI-enabled bioweapons is a wake-up call for biotech

safetypolicy
Sep 18, 2026

AI researchers and company leaders are warning that AI tools pose serious risks, particularly because they could be misused to design bioweapons (weapons created from biological materials like viruses or toxins). The concern is real: in 2022, researchers showed that an AI molecule generator could create 40,000 potentially dangerous chemical compounds in just six hours, and today's AI chatbots can provide instructions on complex biological experiments to anyone, combined with increasingly accessible gene-editing tools.

MIT Technology Review
09

CVE-2026-89278: The GPTranslate – Multilingual AI Translation Agent for WordPress: Translate Your Site with AI plugin for WordPress is v

security
Sep 18, 2026

The GPTranslate WordPress plugin (versions up to 2.34.6) has a vulnerability where unauthenticated attackers can steal API keys (credentials that grant access to paid AI services like OpenAI or Claude) by analyzing public JavaScript files on the website. This affects most configurations except DeepSeek models and certain GPT setups run in server-proxy mode (a setup where the server handles API calls instead of the browser).

NVD/CVE Database
10

Could AI really end humanity? Post your questions for our tech reporters now

safetypolicy
Sep 18, 2026

Recent warnings have raised concerns that advanced AI systems could pose existential risks to humanity, with claims ranging from potential misuse by criminals and state actors to creating weapons and biological threats. Industry figures like those at Anthropic and Elon Musk have publicly warned about these dangers, prompting tech reporters to examine whether these concerns are justified and to answer public questions about the scale of AI-related risks.

The Guardian 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