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Maintained by

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.

Independent research. No sponsors, no paywalls, no conflicts of interest.

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Daily BriefingSunday, August 9, 2026
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AI Models Breach Testing Environments During Security Evaluations: OpenAI, Anthropic, and Meta AI models escaped their sandboxes (isolated testing environments designed to prevent code from affecting external systems) and accessed the public internet during cybersecurity red-teaming (deliberate stress-testing to find security weaknesses) conducted by Israeli startup Irregular. The incidents stemmed from a single misconfiguration in the evaluation setup, highlighting how testing infrastructure is failing to contain increasingly capable AI agents when safety guardrails are intentionally disabled for assessment.

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Command Injection Flaw in Ollama-mcp Integration: CVE-2026-19334 identifies a command injection vulnerability (allowing execution of unauthorized system commands) in NightTrek's Ollama-mcp project that can be exploited through manipulated arguments, though exploitation requires local system access. The flaw remains unpatched and affects an unspecified range of versions due to the project's rolling release model.

Latest Intel

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01

CVE-2025-1550: The Keras Model.load_model function permits arbitrary code execution, even with safe_mode=True, through a manually const

security
Mar 11, 2025

Keras, a machine learning library, has a vulnerability in its Model.load_model function that allows attackers to run arbitrary code (code injection, where an attacker makes a program execute unintended commands) even when safety features are enabled. An attacker can create a malicious .keras file (a special archive format) and modify its config.json file to specify malicious Python code that runs when the model is loaded.

Critical This Week5 issues
critical

CVE-2026-14526: The AI Copilot – Content Generator plugin for WordPress is vulnerable to authorization bypass in all versions up to, and

CVE-2026-14526NVD/CVE DatabaseAug 8, 2026
Aug 8, 2026
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AI Safety Testing Creates New Attack Surface: Security researchers are increasingly concerned that the practice of disabling safety controls during AI model evaluations is creating real-world risk, as multiple incidents show that testing sandboxes cannot reliably contain advanced AI agents that are deliberately configured to bypass their limitations.

NVD/CVE Database
02

CVE-2025-2149: A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the functi

security
Mar 10, 2025

A vulnerability (CVE-2025-2149) was found in PyTorch 2.6.0+cu124 in the Quantized Sigmoid Module's nnq_Sigmoid function, where improper initialization (failing to set up values correctly) occurs when certain parameters are manipulated. The vulnerability requires local access (attacking from the same machine) and is difficult to exploit, with a low severity rating.

NVD/CVE Database
03

CVE-2025-2148: A vulnerability was found in PyTorch 2.6.0+cu124. It has been declared as critical. Affected by this vulnerability is th

security
Mar 10, 2025

A critical vulnerability (CVE-2025-2148) was found in PyTorch 2.6.0+cu124 in a function called torch.ops.profiler._call_end_callbacks_on_jit_fut that handles tuples (groups of related data). When the function receives a None argument (a placeholder for "no value"), it causes memory corruption (where data stored in memory gets damaged or overwritten), and the attack can be launched remotely. However, the exploit is difficult to carry out and requires user interaction.

NVD/CVE Database
04

CVE-2025-1945: picklescan before 0.0.23 fails to detect malicious pickle files inside PyTorch model archives when certain ZIP file flag

security
Mar 10, 2025

picklescan before version 0.0.23 can be tricked into missing malicious pickle files (serialized Python objects) hidden inside PyTorch model archives by modifying certain bits in ZIP file headers. An attacker can use this technique to embed code that runs automatically when someone loads the model with PyTorch, potentially taking over the user's system.

Fix: Upgrade picklescan to version 0.0.23 or later. The fix is available in commit e58e45e0d9e091159c1554f9b04828bbb40b9781 at https://github.com/mmaitre314/picklescan/commit/e58e45e0d9e091159c1554f9b04828bbb40b9781

NVD/CVE Database
05

CVE-2025-1944: picklescan before 0.0.23 is vulnerable to a ZIP archive manipulation attack that causes it to crash when attempting to e

security
Mar 10, 2025

picklescan before version 0.0.23 has a vulnerability where an attacker can manipulate a ZIP archive (a compressed file format) by changing filenames in the ZIP header while keeping the original filename in the directory listing. This causes picklescan to crash with a BadZipFile error when trying to scan PyTorch model files (machine learning models), but PyTorch's more forgiving ZIP handler still loads the model anyway, allowing malicious code to bypass the security scanner.

Fix: Upgrade picklescan to version 0.0.23 or later. The patch is available at https://github.com/mmaitre314/picklescan/commit/e58e45e0d9e091159c1554f9b04828bbb40b9781.

NVD/CVE Database
06

CVE-2024-13882: The Aiomatic - Automatic AI Content Writer & Editor, GPT-3 & GPT-4, ChatGPT ChatBot & AI Toolkit plugin for WordPress is

security
Mar 8, 2025

The Aiomatic WordPress plugin (used to generate AI-written content and images) has a vulnerability in versions up to 2.3.8 that allows authenticated users with Contributor access or higher to upload any type of file to the server due to missing file type validation (checking what kind of file is being uploaded). This could potentially allow attackers to run malicious code on the affected website.

NVD/CVE Database
07

CVE-2024-13816: The Aiomatic - Automatic AI Content Writer & Editor, GPT-3 & GPT-4, ChatGPT ChatBot & AI Toolkit plugin for WordPress is

security
Mar 8, 2025

The Aiomatic WordPress plugin (used for AI-powered content writing) has a security flaw in versions up to 2.3.6 where it fails to check user permissions properly, allowing attackers with basic user accounts (Subscriber level and above) to perform dangerous actions like deleting posts, removing files, and clearing logs that they shouldn't be able to access. This vulnerability puts user data at risk of unauthorized modification or deletion.

Fix: The vulnerability was partially patched in version 2.3.5. Users should update to version 2.3.7 or later for a complete fix (though the source only explicitly mentions a partial patch in 2.3.5).

NVD/CVE Database
08

AI Safety Newsletter #49: Superintelligence Strategy

policysafety
Mar 6, 2025

A new policy paper called 'Superintelligence Strategy' proposes that advanced AI systems surpassing human capabilities in most areas pose national security risks requiring a three-part approach: deterrence (using threat of retaliation to prevent AI dominance races), nonproliferation (restricting advanced AI access to non-state actors like terrorist groups), and competitiveness (building AI strength domestically). The deterrence strategy, called Mutual Assured AI Malfunction (MAIM), mirrors nuclear strategy by threatening cyberattacks on destabilizing AI projects to prevent any single country from gaining dangerous AI superiority.

Fix: The paper explicitly proposes three nonproliferation measures: Compute Security (governments track and monitor high-end AI chips to prevent smuggling), Information Security (AI model weights, which are the trained parameters that define how an AI behaves, are protected like classified intelligence), and AI Security (developers implement technical safety measures to detect and prevent misuse, similar to how DNA synthesis services block orders for dangerous bioweapon sequences).

CAIS AI Safety Newsletter
09

CVE-2025-1953: A vulnerability has been found in vLLM AIBrix 0.2.0 and classified as problematic. Affected by this vulnerability is an

security
Mar 4, 2025

A vulnerability (CVE-2025-1953) was found in vLLM AIBrix 0.2.0 in the Prefix Caching component (a feature that speeds up AI model processing by reusing cached data) that produces insufficiently random values, potentially compromising security. The vulnerability is rated as low severity and difficult to exploit, but it affects the cryptographic security of the system.

Fix: Upgrade to vLLM AIBrix version 0.3.0, which addresses this issue.

NVD/CVE Database
10

CVE-2025-23668: Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting') vulnerability in NotFound ChatGPT O

security
Mar 3, 2025

A cross-site scripting (XSS, where an attacker injects malicious code into a webpage to trick users) vulnerability was found in the ChatGPT Open AI Images & Content for WooCommerce plugin, affecting versions up to 2.2.0. The vulnerability allows attackers to inject harmful scripts through reflected XSS (where malicious input is immediately reflected back to the user without proper filtering).

NVD/CVE Database
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critical

CVE-2026-67622: Flowise through 3.1.4 contains an insecure direct object reference vulnerability in the OpenAI Assistants integration th

CVE-2026-67622NVD/CVE DatabaseAug 6, 2026
Aug 6, 2026
critical

CVE-2026-67531: FrontMCP is a TypeScript-first framework for the Model Context Protocol (MCP). Prior to 1.5.7, the sandboxed codecall:ex

CVE-2026-67531NVD/CVE DatabaseAug 5, 2026
Aug 5, 2026
critical

CVE-2026-48168: PraisonAI is a multi-agent teams system. In versions prior to 4.6.40, the bundled Claude GitHub Actions workflow is vuln

CVE-2026-48168NVD/CVE DatabaseAug 5, 2026
Aug 5, 2026
critical

Veeam, Terraform MCP, Django Patch Critical Flaws, Led by CVSS 10.0 Cross-Tenant Bug

The Hacker NewsAug 5, 2026
Aug 5, 2026