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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 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 17/787
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01

llm 0.36

industry
Sep 22, 2026

This is a monthly briefing post by Simon Willison from September 2026 about LLM developments, presented as a 'beat' (a regular column covering a specific topic). The post is primarily promotional, offering readers a $10/month sponsorship option to receive curated email digests about the month's most important LLM news.

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
Simon Willison's Weblog
02

CVE-2026-95660: A security flaw has been discovered in Moonshot AI Kimi Code up to 0.31.0. The affected element is an unknown function o

security
Sep 22, 2026

A security flaw was found in Moonshot AI Kimi Code up to version 0.31.0 that allows OS command injection (running unauthorized system commands) through the MCP Configuration Loader component. An attacker can exploit this vulnerability remotely, and the exploit code has been publicly released.

Fix: Upgrade to version 0.31.1. The fix resolves fd/stty binaries to absolute paths (using full file paths instead of searching standard directories) so that untrusted workspaces cannot plant bare-name executables before confirmation, preventing attackers from hijacking commands through $PATH path-planting (placing malicious programs in directories where the system searches for commands).

NVD/CVE Database
03

New ClosedQuorum Windows malware uses AI for attack decisions

securitysafety
Sep 22, 2026

ClosedQuorum is a Windows malware that uses multiple AI models (Google Gemini, DeepSeek, Qwen, and Mistral) to autonomously decide what actions to take during an attack without needing a human operator to give commands. The malware can steal credentials and data, inject malicious code, maintain persistence on a system, or move laterally to other computers, then send stolen information to attackers through Discord. Cisco Talos researchers warn this represents a shift toward fully automated attack chains that can run at any time.

BleepingComputer
04

Introducing GPT-6 Sol and Luna

industry
Sep 22, 2026

OpenAI released two new AI models, GPT-6 Sol and GPT-6 Luna, designed to be more cost-efficient alternatives to their flagship GPT-6 Astra model while maintaining advanced capabilities in tasks like professional work, factuality, and coding. These models use similar training methods as Astra and are priced 50% cheaper than their predecessors, making advanced AI practical for everyday applications at lower cost.

OpenAI Blog
05

CVE-2026-85709: LightRAG provides simple and fast retrieval-augmented generation. Prior to 1.5.5, the LightRAG API server returns raw Py

security
Sep 22, 2026

LightRAG is a tool for RAG (retrieval-augmented generation, where an AI pulls in external documents to answer questions). Before version 1.5.5, when errors occurred, the API server exposed sensitive information like server file paths, database details, and credentials in error messages that anyone could read without logging in.

Fix: Update to version 1.5.5, where this issue is fixed.

NVD/CVE Database
06

llm-anthropic 0.29

industry
Sep 22, 2026

This is a monthly briefing post by Simon Willison about developments in the llm-anthropic tool (version 0.29), dated September 22, 2026. The post appears to be promotional content inviting readers to sponsor a curated email digest of important LLM developments.

Simon Willison's Weblog
07

Amid Ongoing Rogue Incidents, Debate Over AI Safety Gets Real

safetypolicy
Sep 22, 2026

Reports of misalignment incidents (cases where AI systems behave differently than intended) are increasing, causing AI labs, companies, and governments to search for better ways to control and secure AI systems. The incidents highlight ongoing concerns about AI safety and the need for stronger safeguards.

Dark Reading
08

Microsoft Takes Down EvilTokens Device-Code Phishing Service Tied to 12,000 Inbox Compromises

security
Sep 22, 2026

Microsoft shut down EvilTokens, a phishing-as-a-service (PhaaS, a platform that sells phishing tools as a service) platform that used AI at every stage of attacks to compromise email accounts and commit fraud. The service exploited OAuth 2.0 device authorization (a legitimate login method that EvilTokens abused to trick users into granting attackers access to their accounts) to steal account tokens, then used an AI chatbot to analyze victims' inboxes, identify trusted contacts, and recommend fraud strategies. The takedown involved multiple organizations and law enforcement, resulting in the arrest of two men in connection with the operation.

The Hacker News
09

Critical Bifrost AI Gateway Flaw Lets Attackers Run Commands Without Credentials

security
Sep 22, 2026

A critical vulnerability in Bifrost, an open-source AI gateway (software that routes requests to multiple language models), allows attackers to run arbitrary commands (any code they want) on the server without needing credentials when management authentication is disabled by default. The flaw is especially dangerous because the gateway stores API keys for connected providers, so compromised servers give attackers access to those credentials, and the official Docker image exposes the vulnerable management API to outside networks.

Fix: Operators should upgrade to transports/v2.1.0, which blocks unauthenticated registration. For those unable to upgrade immediately, the source recommends enabling authentication by setting governance.auth_config.is_enabled to true, using strong credentials, and keeping the management listener off untrusted networks. Additionally, any instance that ran with authentication disabled and exposed management API should be treated as compromised, and virtual keys and provider API keys should be rotated.

The Hacker News
10

GHSA-5mj8-gf6m-fhw8: 9Router has an Authentication Bypass in Public LLM API via Spoofable X-9r-Real-Ip Header

security
Sep 22, 2026

9Router has an authentication bypass vulnerability where attackers can fake being a local client by adding a spoofed X-9r-Real-Ip header (a custom HTTP header that tells the server where a request came from). The app trusts this header to decide whether to require an API key, but when deployed without its protective wrapper layer, attackers can send X-9r-Real-Ip: 127.0.0.1 to bypass authentication and gain unauthorized access to the LLM API and the owner's provider resources.

Fix: The source recommends four mitigations: (1) Do not trust X-9r-Real-Ip or any X-9r-* header when received directly from clients. (2) Derive the client address for authorization from a trusted transport-level source, such as req.socket.remoteAddress, rather than a request header. (3) If custom-server.js is required for the security model, fail closed when its trusted marker is absent, and explicitly strip/reject any inbound client-supplied X-9r-* headers at the edge. (4) Document supported, secure startup modes so the application is not run in a configuration where the header is attacker-controllable.

GitHub Advisory Database
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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