PYSEC-2026-3463 DIRAC is vulnerable to RCE in FileCatalog DatasetManager via SQL injection + eval

Summary The FileCatalog DatasetManager runs a query on the database and passes the result to eval. The SQL query contains an injection vulnerability which allows an authenticated user to control the parameter returned to the eval resulting in remote code execution. Details The FileCatalog...

PYSEC-2026-3487 mlrun: DataFrame hash collisions can cause dataset artifact path conflicts and silent data corruption

A vulnerability has been found in mlrun up to 1.12.0-rc3. This impacts the function mlrun.utils.helpers.calculatedataframehash of the file mlrun/utils/helpers.py of the component DataFrame Hash Handler. The manipulation leads to use of weak hash. The attack can only be performed from a local...

From Evaluation to Optimisation: Hierarchy-Aware Training Signals for CWE Prediction in Python

The original ALPHA benchmark introduced a taxonomy-aware penalty for evaluating CWE-level vulnerability prediction in Python and proposed that the penalty could theoretically also serve as a training signal. This paper provides that validation. We compare three delivery mechanisms: supervised...

CVE-2026-15829 SQL Injection and Security Boundary Bypass in googleapis/mcp-toolbox

A SQL injection CWE-89 and security boundary bypass CWE-863 vulnerability exists in the prebuilt BigQuery forecasting tool bigquery-forecast of googleapis/mcp-toolbox. The tool accepts client-controlled parameters datacol, timestampcol, and idcols as plain strings and interpolates them unescaped...

redteam-ai-benchmark — Updated!

Red Team AI Benchmark Russian version: README.ru.md Red Team AI Benchmark is a CLI model-evaluation benchmark. It measures how LLMs understand and respond to red-team questions and security scenarios; it is not a tool for carrying out those activities. Version 2 uses a rubric-based dataset instea...

World's Largest AI Model Repository Hugging Face Breached by Autonomous AI Agent

In an ironic twist, open-source artificial intelligence AI platform Hugging Face revealed that it was the victim of a hack perpetrated by an autonomous AI agent system. The company said it detected and responded to the incident targeting its production infrastructure earlier last week. "We...

Measuring and Evaluating the Performance of Generative AI Models for Scam Detection

Online scams continue to cause substantial financial and personal harm. As a result, detection systems based on Large Language Models LLMs have been integrated into security products ranging from email gateways and browser extensions to fraud-monitoring dashboards. As this adoption accelerates, a...

TABPE v2026.7

TABPE What is TABPE? TABPE a combination of TABriz + PE - Tabriz is my hometown, and I named this project after my love for my city is an open, structured dataset containing information about all PE files Windows executables including .exe, .dll, .sys, etc., on clean, fully updated versions of...

Adaptive Incident Prioritization for Security Operations at Scale

Large security operations centers SOCs often face hundreds of active incidents per day, creating substantial cognitive and operational demands for analysts. Analysts must quickly decide which incidents deserve attention within long, constantly changing queues, yet incidents are commonly ordered b...

Evaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle Vulnerabilities

Connected and Autonomous Vehicles CAVs rely on interconnected software and hardware components, including sensors, Electronic Control Units, in-vehicle infotainment systems, and telematics units, where vulnerabilities can compromise assets, users, and vehicle operations. These vulnerabilities are...

Reliable Remediation Impact Prediction for Black-Box Security Ratings

Security rating platforms summarize externally observable cyber exposure and are expected to help organizations prioritize remediation. A platform may want to tell an organization how a candidate remediation action would affect its score, but repeatedly exposing exact score responses can reveal...

CVE-2026-45535

DataEase is an open source data visualization and analysis tool. Prior to 2.10.23, DataEase SQL-type datasets store attacker-controlled SQL variable defaultValue entries such as $var and SqlparserUtils.handleVariableDefaultValue inserts them with String.replace without escaping or parameterizatio...

CVE-2026-45535 DataEase: Stored SQL Injection Vulnerability

DataEase is an open source data visualization and analysis tool. Prior to 2.10.23, DataEase SQL-type datasets store attacker-controlled SQL variable defaultValue entries such as $var and SqlparserUtils.handleVariableDefaultValue inserts them with String.replace without escaping or parameterizatio...

CVE-2026-45535

DataEase (open source data visualization/analysis tool) contains a stored SQL injection in SQL-type datasets prior to version 2.10.23. The vulnerability arises because attacker-controlled SQL variable defaultValue entries (e.g., ${var}) are stored and SqlparserUtils.handleVariableDefaultValue() i...

EUVD-2026-44778

DataEase is an open source data visualization and analysis tool. Prior to 2.10.23, DataEase SQL preview exposes DatasetDataApi.previewSql/previewSqlCheck through /de2api/datasetData/previewSql, accepts PreviewSqlDTO.sql, PreviewSqlDTO.datasourceId, and PreviewSqlDTO.isCross, then...

CVE-2026-61644

FastGPT is a knowledge-based AI application platform. From 4.14.17 until 4.15.0-beta5, the POST /api/core/chat/record/getCollectionQuote endpoint authenticates the caller's chat and collection context, but the initialId center-node lookup is not bound to that authorized context. A low-privileged...

CVE-2026-61644

FastGPT contains a cross-tenant data disclosure in POST /api/core/chat/record/getCollectionQuote. From 4.14.17 through 4.15.0-beta5, the initialId center-node lookup is not bound to the caller’s authenticated chat/collection context, allowing a low-privileged tenant to supply attacker-owned appId...

EUVD-2026-44677

FastGPT is a knowledge-based AI application platform. From 4.14.17 until 4.15.0-beta5, the POST /api/core/chat/record/getCollectionQuote endpoint authenticates the caller's chat and collection context, but the initialId center-node lookup is not bound to that authorized context. A low-privileged...

CVE-2026-43637

Cornac before 2.6.0 contains a path traversal Tar Slip vulnerability that allows attackers to write arbitrary files outside the intended cache directory by supplying a crafted TAR archive containing ../ sequences, absolute paths, or symlink/hardlink entries to the extractarchive function in...

CVE-2026-43637 Cornac < 2.6.0 Path Traversal via _extract_archive() in download.py

Cornac before 2.6.0 contains a path traversal Tar Slip vulnerability that allows attackers to write arbitrary files outside the intended cache directory by supplying a crafted TAR archive containing ../ sequences, absolute paths, or symlink/hardlink entries to the extractarchive function in...