PT-2026-60899

Name of the Vulnerable Software and Affected Versions PocketSphinx versions 5prealpha through 5.1.0 Description The trie language model code fails to check boundary conditions when reading headers of ARPA, DMP, and binary format language model files, which can lead to stack and heap buffer...

Enhanced Multi-Class DDoS Attack Identification Using a Meta-Learning Ensemble

Distributed Denial of Service DDoS attacks continue to pose significant threats to network availability and security. While many detection systems focus on binary classification attack vs. benign, effective mitigation often requires identifying the specific type of DDoS attack. This paper...

The vulnerability of Rockwell Automation’s communication adapter software models 1718-AENTR and 1719-AENTR lies in their susceptibility to unlimited resource distribution, which allows a hacker to trigger a service failure.

The vulnerability of Rockwell Automation’s communication adapter software models 1718-AENTR and 1719-AENTR lies in their susceptibility to unlimited resource distribution. Exploiting this vulnerability could allow a malicious actor to cause service interruptions...

CVE-2026-42168

django-pyas2 through 1.2.3 is vulnerable to OS command injection via the cmdreceive and cmdsend fields on the Partner model. These fields are passed directly to os.system in pyas2/utils.py without sanitization, allowing an authenticated admin user to execute arbitrary commands on the server when ...

Signal-Based Model Access Risk Analysis for AI System Operations Security

Artificial intelligence AI systems are now ubiquitous across domains such as security, finance, healthcare, consumer technology, and large-scale cloud services, where they process massive volumes of data and make consequential decisions daily. This widespread adoption has created a broad attack...

SQUIRO: A Framework for Security-Aware Quantum-Classical Scheduling on Kubernetes

Distributed infrastructure schedulers traditionally optimise capacity, locality, and cost, but provide limited support for security posture and emerging quantum-classical workloads. As hybrid quantum-classical computing becomes increasingly practical and post-quantum security requirements begin t...

Natural Backdoor Attacks on Speech Recognition Models

With the rapid development of deep learning, its vulnerability has gradually emerged in recent years. This work focuses on backdoor attacks on speech recognition systems. We adopt sounds that are ordinary in nature or in our daily life as triggers for natural backdoor attacks. We conduct...

CVE-2026-42168: Improper Neutralization of Special Elements used in an OS Command

django-pyas2 through 1.2.3 is vulnerable to OS command injection via the cmdreceive and cmdsend fields on the Partner model. These fields are passed directly to os.system in pyas2/utils.py without sanitization, allowing an authenticated admin user to execute arbitrary commands on the server when ...

PT-2026-60850

Name of the Vulnerable Software and Affected Versions django-pyas2 versions prior to 1.2.4 Description An OS command injection flaw exists where the cmd receive and cmd send fields on the Partner model are passed directly to the os.system function in pyas2/utils.py without proper sanitization. Th...

CVE-2026-44174

Kirby is an open-source content management system. Prior to 4.9.1 and 5.4.1, Kirby did not validate the model attributes that were used in its collection queries, allowing attackers to include arbitrary model methods in their queries. This includes methods with sensitive data such as password...

CVE-2026-44174 Kirby: Arbitrary Method Call via REST API search and collection query endpoints

Kirby is an open-source content management system. Prior to 4.9.1 and 5.4.1, Kirby did not validate the model attributes that were used in its collection queries, allowing attackers to include arbitrary model methods in their queries. This includes methods with sensitive data such as password...

CVE-2026-44174

Kirby CMS (versions prior to 4.9.1 and 5.4.1) exposes REST API search and collection queries that did not validate model attributes, allowing authenticated users to invoke arbitrary model methods (e.g., password(), root(), loginPasswordless(), delete()) via collection endpoints. This can disclose...

EUVD-2026-45047

Kirby is an open-source content management system. Prior to 4.9.1 and 5.4.1, Kirby did not validate the model attributes that were used in its collection queries, allowing attackers to include arbitrary model methods in their queries. This includes methods with sensitive data such as password...

EUVD-2026-44798

MCP Python SDK: WebSocket server transport does not support Host/Origin validation...

Missing Origin Validation in WebSockets

Overview mcp is a Model Context Protocol SDK Affected versions of this package are vulnerable to Missing Origin Validation in WebSockets in the deprecated websocketserver transport function, which builds a Starlette WebSocket and calls acceptsubprotocol='mcp' without inspecting the connection's...

EUVD-2026-44795

MCP Python SDK: HTTP transports serve session requests without verifying the authenticated principal...

Authorization Bypass Through User-Controlled Key

Overview mcp is a Model Context Protocol SDK Affected versions of this package are vulnerable to Authorization Bypass Through User-Controlled Key in SseServerTransport and StreamableHTTPSessionManager, which look up a session by the sessionid query parameter or Mcp-Session-Id header without...

EUVD-2026-44797

MCP Python SDK: Experimental task handlers allow any client to access and cancel other clients' tasks...

Envoy Gateway custom backendRef cross-namespace ReferenceGrant bypass

Impact Envoy Gateway accepts extension-managed custom backendRefs from an HTTPRoute to a backend resource in another namespace without requiring a matching Gateway API ReferenceGrant in the target namespace. This breaks the Gateway API cross-namespace consent model: the namespace that owns the...

CVE-2026-44968

dbt-mcp is a Model Context Protocol server for interacting with dbt. Prior to 1.17.1, rundbtcommand in src/dbtmcp/dbtcli/tools.py appended unsanitized nodeselection and resourcetype values to the dbt subprocess argument list, allowing an MCP client to inject dbt global flags such as --profiles-di...