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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 BriefingSaturday, March 28, 2026
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OpenAI Shuts Down Sora Video App Over Profitability Concerns: OpenAI discontinued its Sora video-generation app and canceled a $1 billion Disney partnership because the service consumed too many computational resources without generating enough revenue to justify costs as the company prioritizes profitability.

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Critical Injection Vulnerability in localGPT LLM Tool: CVE-2026-5002 allows remote injection attacks (inserting malicious code into input) through the LLM Prompt Handler in PromtEngineer localGPT's backend. The exploit code is publicly available, and the vendor has not responded to disclosure attempts.

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Latest Intel

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01

CVE-2026-32949: SQLBot is an intelligent data query system based on a large language model and RAG. Versions prior to 1.7.0 contain a Se

security
Mar 20, 2026

SQLBot, an AI-based system for querying databases that uses RAG (retrieval-augmented generation, where it pulls in external data to answer questions), has a vulnerability in versions before 1.7.0 that lets attackers read any file from the server. An attacker can exploit the /api/v1/datasource/check endpoint by submitting a fake MySQL connection with a malicious setting, which tricks the server into reading and sending back sensitive files like /etc/passwd when it tries to verify the connection.

Critical This Week5 issues
critical

CVE-2026-33873: Langflow is a tool for building and deploying AI-powered agents and workflows. Prior to version 1.9.0, the Agentic Assis

CVE-2026-33873NVD/CVE DatabaseMar 27, 2026
Mar 27, 2026

Political Deepfakes Gain Influence Despite Public Awareness: AI researchers found that creators use generative AI (technology that creates images or videos from text descriptions) to produce fake media of political figures for propaganda and profit, and these deepfakes shape public perception even when viewers know the content is fake.

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TikTok's AI Ad Labels Failing in Practice: Major companies like Samsung are posting AI-generated ads on TikTok without the required disclosure labels, preventing users from identifying whether advertisements were created by AI or humans despite platform policies requiring transparency.

Fix: Update to version 1.7.0 or later. The source states: 'This issue was fixed in version 1.7.0.'

NVD/CVE Database
02

OpenAI to create desktop super app, combining ChatGPT app, browser and Codex app

industry
Mar 19, 2026

OpenAI is combining its web browser, ChatGPT app, and Codex app (a tool for writing and understanding code) into a single desktop application to simplify the user experience and reduce fragmentation across its products. The company is refocusing its efforts on high-productivity use cases and avoiding distractions as it prepares for a potential IPO.

CNBC Technology
03

OpenAI is planning a desktop ‘superapp’

industry
Mar 19, 2026

OpenAI is building a desktop 'superapp' that combines its ChatGPT chat application, Codex AI coding tool, and Atlas AI-powered browser into a single application. The company is making this change to reduce product fragmentation (having too many separate tools) that has slowed development and made it harder to meet quality standards.

The Verge (AI)
04

CVE-2025-54068: Laravel Livewire Code Injection Vulnerability

security
Mar 19, 2026

Laravel Livewire (a PHP framework for building interactive web applications) contains a code injection vulnerability (a flaw where attackers can insert malicious code into an application) that allows unauthenticated attackers to execute arbitrary commands on affected systems in certain situations. This vulnerability is currently being actively exploited by attackers in the wild.

Fix: Apply mitigations per vendor instructions, follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable. The due date for remediation is 2026-04-03.

CISA Known Exploited Vulnerabilities
05

CVE-2025-43510: Apple Multiple Products Improper Locking Vulnerability

security
Mar 19, 2026

Apple's operating systems (watchOS, iOS, iPadOS, macOS, visionOS, and tvOS) contain an improper locking vulnerability (a flaw that fails to properly control access to shared memory between processes), which allows a malicious application to make unexpected changes to memory that multiple programs use. This vulnerability is currently being exploited by attackers in real-world attacks.

Fix: Apply mitigations per Apple's vendor instructions using the provided support links, follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable. The due date for remediation is 2026-04-03.

CISA Known Exploited Vulnerabilities
06

CVE-2025-43520: Apple Multiple Products Classic Buffer Overflow Vulnerability

security
Mar 19, 2026

A buffer overflow vulnerability (a programming error where data overflows its allocated memory space) affects multiple Apple products including watchOS, iOS, iPadOS, macOS, visionOS, and tvOS. A malicious app could exploit this to crash the system or write malicious code directly into kernel memory (the core of the operating system). This vulnerability is actively being exploited by attackers in the wild.

Fix: Apply mitigations per Apple's vendor instructions (referenced in support documents), follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable. The deadline for remediation is April 3, 2026.

CISA Known Exploited Vulnerabilities
07

AI Conundrum: Why MCP Security Can't Be Patched Away

securitysafety
Mar 19, 2026

A researcher at the RSAC 2026 Conference argued that MCP (the Model Context Protocol, a system that lets AI models access external tools and data) introduces security risks into LLM (large language model) environments that are built into its fundamental design and cannot be easily fixed with patches. The core problems are architectural rather than simple bugs that updates could resolve.

Dark Reading
08

CVE-2026-32622: SQLBot is an intelligent data query system based on a large language model and RAG. Versions 1.5.0 and below contain a S

security
Mar 19, 2026

SQLBot, a data query system combining AI with RAG (retrieval-augmented generation, where an AI pulls in external documents to answer questions), has a critical vulnerability in versions 1.5.0 and below that chains three security gaps: missing permission checks on file uploads, unsanitized storage of user input, and inadequate protections when inserting data into the AI's instructions. An attacker can exploit this to trick the AI into running malicious database commands that give them control over the database server.

Fix: The issue is fixed in v1.6.0.

NVD/CVE Database
09

CVE-2026-27740: Discourse is an open-source discussion platform. Versions prior to 2026.3.0-latest.1, 2026.2.1, and 2026.1.2 have a cros

security
Mar 19, 2026

Discourse, an open-source discussion platform, has a cross-site scripting vulnerability (XSS, where attackers inject malicious code that runs in a user's browser) in versions before 2026.3.0-latest.1, 2026.2.1, and 2026.1.2. The vulnerability exists because the system trusts output directly from an AI language model and displays it without proper sanitization (cleaning) in the Review Queue interface, allowing attackers to use prompt injection (tricking the AI by hiding instructions in user input) to make the AI generate malicious code that executes when staff members review flagged posts.

Fix: Update to versions 2026.3.0-latest.1, 2026.2.1, or 2026.1.2, which contain a patch. Alternatively, as a workaround, temporarily disable AI triage automation scripts.

NVD/CVE Database
10

CVE-2026-26137: Server-side request forgery (ssrf) in Microsoft 365 Copilot's Business Chat allows an authorized attacker to elevate pri

security
Mar 19, 2026

CVE-2026-26137 is a server-side request forgery vulnerability (SSRF, a flaw where an attacker tricks a server into making unwanted network requests on their behalf) in Microsoft 365 Copilot's Business Chat that allows an authorized attacker to gain elevated privileges over a network. The vulnerability affects an exclusively hosted service and was published on March 19, 2026.

NVD/CVE Database
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critical

Attackers exploit critical Langflow RCE within hours as CISA sounds alarm

CSO OnlineMar 27, 2026
Mar 27, 2026
critical

CVE-2025-53521: F5 BIG-IP Unspecified Vulnerability

CVE-2025-53521CISA Known Exploited VulnerabilitiesMar 26, 2026
Mar 26, 2026
critical

CISA: New Langflow flaw actively exploited to hijack AI workflows

BleepingComputerMar 26, 2026
Mar 26, 2026
critical

GHSA-mxrg-77hm-89hv: n8n: Prototype Pollution in XML and GSuiteAdmin node parameters lead to RCE

CVE-2026-33696GitHub Advisory DatabaseMar 26, 2026
Mar 26, 2026