Agent Audit: A Security Analysis System for LLM Agent Applications

What should a developer inspect before deploying an LLM agent: the model, the tool code, the deployment configuration, or all three? In practice, many security failures in agent systems arise not from model weights alone, but from the surrounding software stack: tool functions that pass untrusted...

TreeTeaming: Autonomous Red-Teaming of Vision-Language Models Via Hierarchical Strategy Exploration

The rapid advancement of Vision-Language Models VLMs has brought their safety vulnerabilities into sharp focus. However, existing red teaming methods are fundamentally constrained by an inherent linear exploration paradigm, confining them to optimizing within a predefined strategy set and...

CVE-2026-23882

Blinko is an AI-powered card note-taking project. Prior to version 1.8.4, the MCP Model Context Protocol server creation function allows specifying arbitrary commands and arguments, which are executed when testing the connection. This issue has been patched in version 1.8.4...

CVE-2026-23882 Blinko: Admin RCE - MCP Server Command Injection

Blinko is an AI-powered card note-taking project. Prior to version 1.8.4, the MCP Model Context Protocol server creation function allows specifying arbitrary commands and arguments, which are executed when testing the connection. This issue has been patched in version 1.8.4...

CVE-2026-23882

Blinko is an AI-powered card note-taking project. Prior to version 1.8.4, the MCP Model Context Protocol server creation function allows specifying arbitrary commands and arguments, which are executed when testing the connection. This issue has been patched in version 1.8.4...

EUVD-2026-14545

Blinko is an AI-powered card note-taking project. Prior to version 1.8.4, the MCP Model Context Protocol server creation function allows specifying arbitrary commands and arguments, which are executed when testing the connection. This issue has been patched in version 1.8.4...

CVE-2026-23882 Blinko: Admin RCE - MCP Server Command Injection

Blinko is an AI-powered card note-taking project. Prior to version 1.8.4, the MCP Model Context Protocol server creation function allows specifying arbitrary commands and arguments, which are executed when testing the connection. This issue has been patched in version 1.8.4...

GO-2026-4773 Cross-Site Tool Execution for HTTP Servers without Authorizatrion in github.com/modelcontextprotocol/go-sdk

Cross-Site Tool Execution for HTTP Servers without Authorizatrion in github.com/modelcontextprotocol/go-sdk...

CVE-2025-15605 Hardcoded Cryptographic Key in Configuration Encryption Mechanism on TP-Link Archer NX200, NX210, NX500 and NX600

A hardcoded cryptographic key within the configuration mechanism on TP-Link Archer NX200, NX210, NX500 and NX600 enables decryption and re-encryption of device configuration data. An authenticated attacker may decrypt configuration files, modify them, and re-encrypt them, affecting the...

CGA-46QC-PC32-C26F

Bulletin has no description...

org.keycloak:keycloak-account-freemarker (1.0-alpha-2), org.keycloak:keycloak-login-freemarker (1.0-alpha-2) +1 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.0-alpha-2)

org.keycloak:keycloak-services MAVEN version 1.0-alpha-2 is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-account-freemarker 1.0-alpha-2 - org.keycloak:keycloak-login-freemarker...

org.keycloak:keycloak-account-freemarker (1.0-alpha-4), org.keycloak:keycloak-login-freemarker (1.0-alpha-4) +1 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.0-alpha-4)

org.keycloak:keycloak-services MAVEN version 1.0-alpha-4 is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-account-freemarker 1.0-alpha-4 - org.keycloak:keycloak-login-freemarker...

org.keycloak:keycloak-account-freemarker (1.0-beta-1-20150521), org.keycloak:keycloak-login-freemarker (1.0-beta-1-20150521) +1 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.0-beta-1-20150521)

org.keycloak:keycloak-services MAVEN version 1.0-beta-1-20150521 is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-account-freemarker 1.0-beta-1-20150521 -...

org.keycloak:keycloak-account-freemarker (1.0-beta-1-20150523), org.keycloak:keycloak-login-freemarker (1.0-beta-1-20150523) +1 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.0-beta-1-20150523)

org.keycloak:keycloak-services MAVEN version 1.0-beta-1-20150523 is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-account-freemarker 1.0-beta-1-20150523 -...

org.keycloak:keycloak-dependencies-server-all (1.9.0.cr1), org.keycloak:keycloak-dependencies-server-min (1.9.0.cr1) +2 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.9.0.cr1)

org.keycloak:keycloak-services MAVEN version 1.9.0.cr1 is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-dependencies-server-all 1.9.0.cr1 -...

org.keycloak:keycloak-dependencies-server-all (1.9.0.final), org.keycloak:keycloak-dependencies-server-min (1.9.0.final) +2 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.9.0.final)

org.keycloak:keycloak-services MAVEN version 1.9.0.final is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-dependencies-server-all 1.9.0.final -...

org.keycloak:keycloak-dependencies-server-all (1.9.3.final), org.keycloak:keycloak-dependencies-server-min (1.9.3.final) +2 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.9.3.final)

org.keycloak:keycloak-services MAVEN version 1.9.3.final is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-dependencies-server-all 1.9.3.final -...

org.keycloak:keycloak-dependencies-server-all (1.9.4.final), org.keycloak:keycloak-dependencies-server-min (1.9.4.final) +2 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.9.4.final)

org.keycloak:keycloak-services MAVEN version 1.9.4.final is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-dependencies-server-all 1.9.4.final -...

org.keycloak:keycloak-dependencies-server-all (1.9.5.final), org.keycloak:keycloak-dependencies-server-min (1.9.5.final) +2 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.9.5.final)

org.keycloak:keycloak-services MAVEN version 1.9.5.final is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-dependencies-server-all 1.9.5.final -...

org.keycloak:keycloak-dependencies-server-all (1.9.7.final), org.keycloak:keycloak-dependencies-server-min (1.9.7.final) +2 more potentially affected by CVE-2026-4633 via org.keycloak:keycloak-services (1.9.7.final)

org.keycloak:keycloak-services MAVEN version 1.9.7.final is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - org.keycloak:keycloak-dependencies-server-all 1.9.7.final -...