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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 BriefingTuesday, August 18, 2026
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OpenAI Launches ChatGPT for Teens with Enhanced Safety Controls: OpenAI introduced a dedicated version of ChatGPT for users aged 13-17 with features including Study Mode (which prompts students to work through problems rather than providing direct answers), human-reviewed parental alerts for harmful requests like eating disorder content, and options to disable human-like voice responses. The rollout comes amid growing pressure on AI platforms to implement age verification and youth-specific protections.

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LLMs Leak Sensitive Data When Using Persistent Memory: Research found that frontier LLMs (the most advanced current systems) inappropriately share private details from past conversations at rates up to 69% attribute-level violations, even when explicitly instructed to protect privacy. The findings reveal that models struggle to make context-appropriate decisions about what information to share, tending to either overshare or withhold everything rather than apply nuanced judgment.

Latest Intel

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v5.4.0

securityresearch
Critical This Week5 issues
critical

GHSA-7gwp-5pfp-969j: MLflow: Unauthenticated full-read SSRF in webhook delivery: _validate_webhook_url bypassed via unvalidated HTTP redirects (and DNS rebinding)

CVE-2026-64849GitHub Advisory DatabaseAug 17, 2026
Aug 17, 2026
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AI Excels at Finding Zero-Days but Doubles Security Flaw Rates in Generated Code: While LLMs demonstrate growing capability in discovering zero-day vulnerabilities (previously unknown security flaws) and building exploits, AI-generated code contains security weaknesses at roughly twice the rate of human-written code, with 44% containing at least one OWASP Top 10 vulnerability (the most critical categories of code weaknesses). Despite 99% syntax correctness, the asymmetry between AI's offensive and defensive security capabilities remains unexplained.

Feb 5, 2026

Version 5.4.0 (released February 5, 2026) is an update to a security framework that documents new attack techniques targeting AI agents, including publishing poisoned AI agent tools (malicious versions of legitimate tools), escaping from AI systems to access the host computer, and exploiting vulnerabilities to steal credentials or evade security. The update also includes new real-world case studies showing how attackers have compromised AI agent control systems and used prompt injection (tricking an AI by hiding commands in its input) to establish control.

MITRE ATLAS Releases
02

Agentic AI Site 'Moltbook' Is Riddled With Security Risks

security
Feb 5, 2026

A website called Moltbook, built using agentic AI (AI systems that can take actions autonomously to complete tasks), exposed all its user data because its API (the interface that lets different software talk to each other) was left publicly accessible without proper access controls. This is a predictable security failure that highlights risks when AI is used to build complete platforms without adequate security oversight.

Dark Reading
03

Opus 4.6 and Codex 5.3

industry
Feb 5, 2026

Anthropic released Opus 4.6 and OpenAI released GPT-5.3-Codex (currently available only through the Codex app, not via API) as major new model releases. While both models perform well, they show only incremental improvements over their predecessors (Opus 4.5 and Codex 5.2), with one notable demonstration being the ability to build a C compiler (a program that translates code into machine instructions) using multiple parallel instances of Claude working together.

Simon Willison's Weblog
04

langchain-core==1.2.9

security
Feb 5, 2026

LangChain-core version 1.2.9 includes several bug fixes and improvements, particularly adjusting how the software estimates token counts (the number of units of text an AI processes) when scaling them. The release also reverts a previous change to a hex color regex pattern (a rule for matching color codes) and adds testing improvements.

LangChain Security Releases
05

ChatGPT boss ridiculed for online 'tantrum' over rival's Super Bowl ad

industry
Feb 5, 2026

OpenAI CEO Sam Altman publicly criticized rival company Anthropic on social media for running satirical Super Bowl advertisements that mock the idea of ads in AI chatbots, calling Anthropic 'dishonest' and 'deceptive.' Social media users mocked Altman's lengthy response, comparing it to an emotional outburst, with one tech executive advising him to avoid responding to humor with lengthy written posts.

BBC Technology
06

The Buyer’s Guide to AI Usage Control

securitypolicy
Feb 5, 2026

Most organizations struggle with AI security because they lack visibility and control over where employees actually use AI tools, including shadow AI (unauthorized tools), browser extensions, and AI features embedded in everyday software. Traditional security tools weren't designed to monitor AI interactions at the moment they happen, creating a governance gap where AI adoption has far outpaced security controls. A new approach called AI Usage Control (AUC) is needed to govern real-time AI behavior by tracking who is using AI, through what tool, with what identity, and under what conditions, rather than just detecting data loss after the fact.

The Hacker News
07

What does the disappearance of a $100bn deal mean for the AI economy?

industry
Feb 5, 2026

A reported $100 billion deal between Nvidia (a chipmaker) and OpenAI (the company behind ChatGPT) appears to have collapsed. The deal was a circular arrangement, meaning Nvidia would give OpenAI money that would mostly be spent buying Nvidia's own chips, raising questions about how AI companies will fund their expensive expansion without this agreement.

The Guardian Technology
08

OpenAI Explains URL-Based Data Exfiltration Mitigations in New Paper

securityresearch
Feb 5, 2026

OpenAI published a paper describing new mitigations for URL-based data exfiltration (a technique where attackers trick AI agents into sending sensitive data to attacker-controlled websites by embedding malicious URLs in inputs). The issue was originally reported to OpenAI in 2023 but received little attention at the time, though Microsoft implemented a fix for the same vulnerability in Bing Chat.

Fix: Microsoft applied a fix via a Content-Security-Policy header (a security rule that controls which external resources a webpage can load) in May 2023 to generally prevent loading of images. OpenAI's specific mitigations are discussed in their new paper 'Preventing URL-Based Data Exfiltration in Language-Model Agents', but detailed mitigation methods are not described in this source text.

Embrace The Red
09

CVE-2025-62616: AutoGPT is a platform that allows users to create, deploy, and manage continuous artificial intelligence agents that aut

security
Feb 4, 2026

AutoGPT is a platform for creating and managing AI agents that automate workflows. Before version 0.6.34, the SendDiscordFileBlock feature had an SSRF vulnerability (server-side request forgery, where an attacker tricks the server into making unwanted requests to internal systems) because it didn't filter user-provided URLs before accessing them.

Fix: This issue has been patched in autogpt-platform-beta-v0.6.34. Users should update to this version or later.

NVD/CVE Database
10

Smart AI Policy Means Examining Its Real Harms and Benefits

policysafety
Feb 4, 2026

This article discusses both harms and benefits of AI technologies, arguing that policy should focus on the specific context and impact of each AI use rather than broadly promoting or banning AI. The text warns that AI can automate bias (perpetuating discrimination in decisions about housing, employment, and arrests), consume vast resources, and replace human judgment in high-stakes decisions, while acknowledging beneficial uses like helping scientists analyze data or improving accessibility for people with disabilities.

EFF Deeplinks Blog
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critical

CVE-2026-75110: MemOS is a memory operating system for LLMs and AI agents. In deployments where authentication is enabled (AUTH_ENABLED=

CVE-2026-75110NVD/CVE DatabaseAug 17, 2026
Aug 17, 2026
critical

CVE-2026-64859: New API is a large language mode (LLM) gateway and artificial intelligence (AI) asset management system. Prior to 1.0.0-

CVE-2026-64859NVD/CVE DatabaseAug 17, 2026
Aug 17, 2026
critical

CVE-2025-27772: UpTrain is an open-source platform to evaluate and improve generative AI applications. In version 0.7.1 and prior, the `

CVE-2025-27772NVD/CVE DatabaseAug 17, 2026
Aug 17, 2026
critical

CVE-2025-27771: UpTrain is an open-source platform to evaluate and improve generative AI applications. In version 0.7.1 and prior, the `

CVE-2025-27771NVD/CVE DatabaseAug 17, 2026
Aug 17, 2026