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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.

[TOTAL_TRACKED]
7,866
[LAST_24H]
2
[LAST_7D]
229
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.

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01

CVE-2024-41118: streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb

security
Jul 26, 2024

streamlit-geospatial, an application for mapping geographic data, has a vulnerability where user input is passed directly to a function that makes web requests to any server the attacker specifies, known as SSRF (server-side request forgery, where an attacker tricks a server into making unwanted requests on their behalf). This allows attackers to make the application send requests to arbitrary destinations.

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

Fix: Commit c4f81d9616d40c60584e36abb15300853a66e489 fixes this issue.

NVD/CVE Database
02

CVE-2024-41117: streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb

security
Jul 26, 2024

streamlit-geospatial, an application for working with geographic data in Streamlit (a Python framework for building data apps), has a vulnerability where user input is directly passed to the eval() function (which executes code from text), allowing attackers to run arbitrary code on the server. The vulnerability was fixed in commit c4f81d9616d40c60584e36abb15300853a66e489.

Fix: Commit c4f81d9616d40c60584e36abb15300853a66e489 fixes this issue, as referenced in the source material.

NVD/CVE Database
03

CVE-2024-41116: streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb

security
Jul 26, 2024

streamlit-geospatial is a mapping application built with Streamlit (a framework for creating data apps). Before a certain update, the app took user input into a variable called `vis_params` and then ran it through the `eval()` function (which executes code), allowing attackers to run arbitrary commands on the server.

Fix: Commit c4f81d9616d40c60584e36abb15300853a66e489 fixes this issue.

NVD/CVE Database
04

CVE-2024-41115: streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb

security
Jul 26, 2024

CVE-2024-41115 is a vulnerability in streamlit-geospatial (a tool for working with maps and geographic data in Streamlit, a Python framework for building data apps) where user input is passed directly into the eval() function (a dangerous function that executes code), allowing attackers to run arbitrary code on the server. The vulnerability existed in the `palette` variable handling on line 488-493 of the timelapse page file.

Fix: Commit c4f81d9616d40c60584e36abb15300853a66e489 fixes this issue.

NVD/CVE Database
05

CVE-2024-41114: streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb

security
Jul 26, 2024

streamlit-geospatial is a web application for mapping and geographic data analysis built with Streamlit (a Python framework for data apps). The application has a critical vulnerability where user input is passed directly into the `eval()` function (a command that executes text as code), allowing attackers to run arbitrary code on the server.

Fix: Commit c4f81d9616d40c60584e36abb15300853a66e489 fixes this issue. Users should update to the version containing this commit.

NVD/CVE Database
06

CVE-2024-41113: streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb

security
Jul 26, 2024

streamlit-geospatial, a tool for building map-based applications, has a vulnerability where user input is passed directly into the eval() function (a function that executes code text as if it were written in the program), allowing attackers to run arbitrary code on the server. The vulnerability existed in the `vis_params` variable handling in the Timelapse.py file before a specific code commit fixed it.

Fix: Commit c4f81d9616d40c60584e36abb15300853a66e489 fixes this issue.

NVD/CVE Database
07

CVE-2024-41112: streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb

security
Jul 26, 2024

streamlit-geospatial is a Streamlit app (a Python framework for building data apps) for geospatial applications that had a vulnerability where user input for a palette variable was passed directly into the eval() function (a dangerous function that executes code), allowing attackers to run arbitrary code on the server. The vulnerability was fixed in commit c4f81d9616d40c60584e36abb15300853a66e489.

Fix: Update to commit c4f81d9616d40c60584e36abb15300853a66e489 or later, which fixes the issue by removing the unsafe use of eval() with user input.

NVD/CVE Database
08

CVE-2024-41806: The Open edX Platform is a learning management platform. Instructors can upload csv files containing learner information

security
Jul 25, 2024

Open edX is a learning management platform (software that manages courses and students) where instructors upload CSV files (spreadsheet files with student data) to create student groups called cohorts. In certain versions, these uploaded files could become publicly accessible on AWS S3 buckets (cloud storage), exposing sensitive learner information to anyone on the internet.

Fix: The patch in commit cb729a3ced0404736dfa0ae768526c82b608657b ensures that cohorts data uploaded to AWS S3 buckets is written with a private ACL (access control list, which controls who can view files). Beyond patching, deployers should also ensure that existing cohorts uploads have a private ACL, or that other precautions are taken to avoid public access.

NVD/CVE Database
09

Google Colab AI: Data Leakage Through Image Rendering Fixed. Some Risks Remain.

securityprivacy
Jul 25, 2024

Google Colab AI (now called Gemini in Colab) had a vulnerability where data could leak through image rendering, discovered in November 2023. The system prompt (hidden instructions that control how an AI behaves) specifically warned the AI not to render images, suggesting this was a known risk that Google tried to prevent.

Embrace The Red
10

Breaking Instruction Hierarchy in OpenAI's gpt-4o-mini

securitysafety
Jul 22, 2024

OpenAI released gpt-4o-mini with safety improvements aimed at strengthening 'instruction hierarchy,' which is supposed to prevent users from tricking the AI into ignoring its built-in rules through commands like 'ignore all previous instructions.' However, researchers have already demonstrated bypasses of this protection, and analysis shows that system instructions (the AI's core rules) still cannot be fully trusted as a security boundary (a hard limit that stops attackers).

Embrace The Red
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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