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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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01

v0.14.14

security
Feb 10, 2026

LlamaIndex version 0.14.14 is a maintenance release that fixes multiple bugs across core components and integrations, including issues with error handling in vector store queries, compatibility with deprecated Python functions, and empty responses from language models. The release also adds new features like a TokenBudgetHandler for cost governance and improves security defaults in core components. Several integrations with external services (OpenAI, Google Gemini, Anthropic, Bedrock) were updated to support new models and fix compatibility issues.

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.

Fix: Users should update to version 0.14.14. The release notes explicitly mention: "Fix potential crashes and improve security defaults in core components (#20610)" and include specific bug fixes such as "fix(agent): handle empty LLM responses with retry logic" (#20596) and "Fix DeprecationWarning: 'asyncio.iscoroutinefunction' is deprecated" (#20517).

LlamaIndex Security Releases
02

CVE-2026-26003: FastGPT is an AI Agent building platform. From 4.14.0 to 4.14.5, attackers can directly access the plugin system through

security
Feb 10, 2026

FastGPT (an AI platform for building AI agents) versions 4.14.0 to 4.14.5 have a vulnerability where attackers can access the plugin system without authentication by directly calling certain API endpoints, potentially crashing the plugin system and causing users to lose their plugin installation data, though not exposing sensitive keys. This vulnerability has a CVSS score (a 0-10 rating of how severe a vulnerability is) of 6.9, which is considered medium severity.

Fix: This vulnerability is fixed in version 4.14.5-fix. Users should upgrade to this patched version.

NVD/CVE Database
03

CVE-2026-21523: Time-of-check time-of-use (toctou) race condition in GitHub Copilot and Visual Studio allows an authorized attacker to e

security
Feb 10, 2026

CVE-2026-21523 is a time-of-check time-of-use (TOCTOU) race condition (a vulnerability where an attacker exploits the gap between when a system checks permissions and when it uses a resource) in GitHub Copilot and Visual Studio that allows an authorized attacker to execute code over a network. The vulnerability has not yet received a CVSS severity rating from NIST.

NVD/CVE Database
04

CVE-2026-21518: Improper neutralization of special elements used in a command ('command injection') in GitHub Copilot and Visual Studio

security
Feb 10, 2026

CVE-2026-21518 is a command injection vulnerability (a flaw where attackers can insert malicious commands into user input) in GitHub Copilot and Visual Studio Code that allows an unauthorized attacker to bypass security features over a network. The vulnerability stems from improper handling of special characters in commands. No CVSS severity score (a 0-10 rating of how serious a vulnerability is) has been assigned yet by NIST.

NVD/CVE Database
05

CVE-2026-21516: Improper neutralization of special elements used in a command ('command injection') in Github Copilot allows an unauthor

security
Feb 10, 2026

GitHub Copilot contains a command injection vulnerability (CVE-2026-21516), which is a flaw where special characters in user input are not properly filtered, allowing an attacker to execute code remotely on a system. The vulnerability was reported by Microsoft Corporation and has a CVSS score pending assessment.

NVD/CVE Database
06

CVE-2026-21257: Improper neutralization of special elements used in a command ('command injection') in GitHub Copilot and Visual Studio

security
Feb 10, 2026

CVE-2026-21257 is a command injection vulnerability (a flaw where attackers can insert malicious commands into an application) found in GitHub Copilot and Visual Studio that allows an authorized attacker to gain elevated privileges over a network. The vulnerability stems from improper handling of special characters in commands. As of the source date, a CVSS severity score (a 0-10 rating of how severe a vulnerability is) had not yet been assigned by NIST.

NVD/CVE Database
07

CVE-2026-21256: Improper neutralization of special elements used in a command ('command injection') in GitHub Copilot and Visual Studio

security
Feb 10, 2026

CVE-2026-21256 is a command injection vulnerability (a flaw where attackers can sneak malicious commands into input that a program then executes) found in GitHub Copilot and Visual Studio that allows unauthorized attackers to run code on a network. The vulnerability stems from improper handling of special characters in commands, which means the software doesn't properly filter or neutralize dangerous input before using it.

NVD/CVE Database
08

A “QuitGPT” campaign is urging people to cancel their ChatGPT subscriptions

industry
Feb 10, 2026

QuitGPT is a campaign urging people to cancel their ChatGPT Plus subscriptions, citing concerns about OpenAI president Greg Brockman's donation to a political super PAC and the use of ChatGPT-4 by US Immigration and Customs Enforcement for résumé screening. The campaign, which began in late January and has garnered over 36 million Instagram views, asks supporters to either cancel their subscriptions, commit to stop using ChatGPT, or share the campaign on social media, with organizers hoping that enough canceled subscriptions will pressure OpenAI to change its practices.

MIT Technology Review
09

80% of Fortune 500 use active AI Agents: Observability, governance, and security shape the new frontier

securitypolicy
Feb 10, 2026

Most Fortune 500 companies now use AI agents (software that can act and make decisions with minimal human input), but many lack visibility into how many agents are running and what data they access, creating security risks. The report recommends applying Zero Trust security principles (requiring strong identity verification and giving users/agents only the minimum access they need) to AI agents the same way organizations do for human employees.

Microsoft Security Blog
10

langchain==1.2.10

security
Feb 10, 2026

LangChain released version 1.2.10, which includes a bug fix for token counting on partial message sequences (a partial message sequence is a subset of messages in a conversation), dependency updates, and code refactoring to rename internal variables.

LangChain Security Releases
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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