CVE-2026-58473

Cognee before 1.2.0 contains an improper access control vulnerability that allows unauthenticated attackers to overwrite the global LLM provider configuration by self-registering an account and calling the settings endpoint, which performs no admin or superuser check. Attackers can redirect all L...

PYSEC-2026-1606 MaterialX Null Pointer Dereference in getShaderNodes due to Unchecked nodeGraph->getOutput return

Summary When parsing shader nodes in a MTLX file, the MaterialXCore code accesses a potentially null pointer, which can lead to crashes with maliciously crafted files. Details In src/MaterialXCore/Material.cpp, in function getShaderNodes, the following code fetches the output nodes for a given...

MaterialX Null Pointer Dereference in MaterialXCore Shader Generation due to Unchecked implGraphOutput

SummaryWhen parsing shader nodes in a MTLX file, the MaterialXCore code accesses a potentially null pointer, which can lead to crashes with maliciously crafted files. DetailsIn source/MaterialXCore/Material.cpp, the following code extracts the output nodes for a given implementation graph:cpp...

GO-2026-5837 DQL injection via checkUserPassword GraphQL query in github.com/dgraph-io/dgraph

The checkUserPassword GraphQL query in Dgraph is vulnerable to Dgraph Query Language DQL injection. User-supplied password values are interpolated directly into a DQL checkpwd query without escaping or parameterization. An attacker can inject a password containing a double-quote character to brea...

aioload (0.3.2), fastgraphml (0.0.0) +6 more potentially affected by CVE-2024-6345 via setuptools (45.0.0)

setuptools PYPI version 45.0.0 is affected by a known vulnerability. The following packages have a transitive dependency on setuptools and may be impacted: - aioload 0.3.2 - fastgraphml 0.0.0 - graph-sc =0.0.1, =0.3.13, =0.3.16 - spriteutil-intek-2020-nqcuong96 1.0.0 Source cves: CVE-2024-6345...

Insufficient Session Expiration

Overview Affected versions of this package are vulnerable to Insufficient Session Expiration via the dep.source and dep.target fields in the scheduling graph endpoint. An attacker can obtain identifiers of resources they are not authorized to access by inspecting dependency information exposed...

GHSA-3322-MJXH-9MP5 Apache Airflow exposes unreadable DAG identifiers in the scheduling dependencies graph

A bug in Apache Airflow's /ui/dependencies scheduling graph endpoint applied the caller's readable-Dag filter to the top-level serialized Dag key but still emitted referenced Dag IDs through the dep.source and dep.target fields of trigger / sensor dependency entries. An authenticated UI user with...

Apache Airflow exposes unreadable DAG identifiers in the scheduling dependencies graph

A bug in Apache Airflow's /ui/dependencies scheduling graph endpoint applied the caller's readable-Dag filter to the top-level serialized Dag key but still emitted referenced Dag IDs through the dep.source and dep.target fields of trigger / sensor dependency entries. An authenticated UI user with...

PYSEC-2026-1199 RCE in TranformGraph().to_dot_graph function

Summary RCE due to improper input validation in TranformGraph.todotgraph function Details Due to improper input validation a malicious user can provide a command or a script file as a value to savelayout argument, which will be placed as the first value in a list of arguments passed to...

RCE in TranformGraph().to_dot_graph function

SummaryRCE due to improper input validation in TranformGraph.todotgraph function DetailsDue to improper input validation a malicious user can provide a command or a script file as a value to savelayout argument, which will be placed as the first value in a list of arguments passed to...

PYSEC-2026-2086

A bug in Apache Airflow's /ui/dependencies scheduling graph endpoint applied the caller's readable-Dag filter to the top-level serialized Dag key but still emitted referenced Dag IDs through the dep.source and dep.target fields of trigger / sensor dependency entries. An authenticated UI user with...

PYSEC-2026-2086

A bug in Apache Airflow's /ui/dependencies scheduling graph endpoint applied the caller's readable-Dag filter to the top-level serialized Dag key but still emitted referenced Dag IDs through the dep.source and dep.target fields of trigger / sensor dependency entries. An authenticated UI user with...

EUVD-2026-42025

A bug in Apache Airflow's /ui/dependencies scheduling graph endpoint applied the caller's readable-Dag filter to the top-level serialized Dag key but still emitted referenced Dag IDs through the dep.source and dep.target fields of trigger / sensor dependency entries. An authenticated UI user with...

CVE-2026-48891

A bug in Apache Airflow 's /ui/dependencies scheduling graph endpoint allows an authenticated UI user with read permissions on some Dags to enumerate identifiers of other Dags they are not authorized to read. The vulnerability occurs because the readable-Dag filter is applied to the top-level ser...

CVE-2026-48891 Apache Airflow: /ui/dependencies scheduling graph leaks unreadable Dag identifiers via trigger/sensor dep.source/dep.target

A bug in Apache Airflow's /ui/dependencies scheduling graph endpoint applied the caller's readable-Dag filter to the top-level serialized Dag key but still emitted referenced Dag IDs through the dep.source and dep.target fields of trigger / sensor dependency entries. An authenticated UI user with...

HTML injection in Diagram tab and Graph view in Guardian/CMC before 26.2.0

Summary A Stored HTML Injection vulnerability was discovered in the Diagram tab and Graph view due to a shared input validation function being insufficiently restrictive. Impact An authenticated user with administrative privileges can inject malicious HTML tags into N2OS configuration data throug...

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems

While enabling effective collaboration on complex tasks, LLM-based Multi-Agent Systems MAS face critical security challenges due to vulnerabilities at the agent and interaction levels. Most existing MAS security defenses are built upon two core assumptions: semantically-explicit malicious attacks...

MSCENet: A Multi-Scale Correlation Enhanced Network for Anomaly Detection

In the field of multivariate time series anomaly detection, against the backdrop of increasing data complexity and complex dependencies across multiple temporal scales, traditional methods often struggle to simultaneously capture temporal dynamic features and intricate inter-series correlations. ...

Improper Neutralization of Special Elements in Output Used by a Downstream Component ('Injection')

Overview langroid is a Harness LLMs with Multi-Agent Programming Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Output Used by a Downstream Component 'Injection' via the Neo4jChatAgent process. An attacker can gain unauthorized access to all gra...

CVE-2026-54893

URL path injection in the Microsoft Graph adapter of Swoosh. Swoosh.Adapters.MsGraph builds its Microsoft Graph API request URL by interpolating the sender's email address into the URL path /users/from/sendMail without percent-encoding or validation. In applications that derive the from address...