A First Measurement Study on Authentication Security in Real-World Remote MCP Servers

The Model Context Protocol MCP is emerging as a common interface connecting large language models LLMs with external services. Remote deployments are becoming increasingly important as agents connect to user-linked online services, such as social, productivity, and financial services. In such...

Parser-Free Querying of Security Logs

Security analysts routinely query system logs to detect threats and investigate incidents, but each log source uses its own semi-structured format: logs are cheap to produce, but expensive to use. The standard approach, building per-source parsers to normalize logs into structured schemas, is...

PT-2026-42395

Name of the Vulnerable Software and Affected Versions mlflow/mlflow versions prior to 3.10.0 Description When basic authentication is enabled, the 'SearchModelVersions' REST API endpoint and the 'mlflowSearchModelVersions' GraphQL query lack proper per-model authorization checks. This allows any...

Blind Spots in the Guard: How Domain-Camouflaged Injection Attacks Evade Detection in Multi-Agent LLM Systems

Injection detectors deployed to protect LLM agents are calibrated on static, template-based payloads that announce themselves as override directives. We identify a systematic blind spot: when payloads are generated to mimic the domain vocabulary and authority structures of the target document, wh...

PT-2026-42662

Name of the Vulnerable Software and Affected Versions LMDeploy versions 0.12.3 and earlier Description LMDeploy is a toolkit for compressing, deploying, and serving large language models. The software hardcodes trust remote code=True in multiple HuggingFace model-loading call sites, specifically...

MLFlow Access Control Vulnerability

MLFlow is an open-source platform that simplifies machine learning development. It includes features for tracking experiments, packaging code into repeatable runs, and sharing and deploying models. Versions of mlflow prior to 3.9.0 contained a access control vulnerability. This vulnerability...

PT-2026-42632

Summary lmdeploy hardcodes trust remote code=True in multiple HuggingFace model-loading call sites. The affected code paths are in: text lmdeploy/archs.py lmdeploy/utils.py The vulnerable call sites pass trust remote code=True into HuggingFace Transformers APIs such as AutoConfig.from pretrained,...

PT-2026-42668

Name of the Vulnerable Software and Affected Versions LMDeploy versions 0.12.3 and earlier Description LMDeploy contains an implicit unsafe remote-code load path because it hardcodes the trust remote code=True parameter when fetching models. This configuration overrides the default-secure stance ...

CVE-2026-9126

Use after free in DOM in Google Chrome on prior to 148.0.7778.179 allowed a remote attacker to execute arbitrary code inside a sandbox via a crafted HTML page. Chromium security severity: Medium...

EUVD-2026-31168

Use after free in DOM in Google Chrome on prior to 148.0.7778.179 allowed a remote attacker to execute arbitrary code inside a sandbox via a crafted HTML page. Chromium security severity: Medium...

CVE-2026-9126

A use after free vulnerability in the DOM component of Google Chrome (and potentially Microsoft Edge ) allows a remote attacker to execute arbitrary code inside a sandbox via a crafted HTML page. The root cause is the reuse of DOM elements after their release. This issue affects versions prior to...

CVE-2026-9126

Use after free in DOM in Google Chrome on prior to 148.0.7778.179 allowed a remote attacker to execute arbitrary code inside a sandbox via a crafted HTML page. Chromium security severity: Medium...

org.keycloak:keycloak-authz-policy-drools (3.4.0.final), org.keycloak:keycloak-dependencies-server-all (3.4.0.final) +6 more potentially affected by CVE-2026-9087 via org.keycloak:keycloak-services (3.4.0.final)

org.keycloak:keycloak-services MAVEN version 3.4.0.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-authz-policy-drools 3.4.0.final -...

org.keycloak:keycloak-authz-policy-drools (3.4.0.cr1), org.keycloak:keycloak-dependencies-server-all (3.4.0.cr1) +6 more potentially affected by CVE-2026-9087 via org.keycloak:keycloak-services (3.4.0.cr1)

org.keycloak:keycloak-services MAVEN version 3.4.0.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-authz-policy-drools 3.4.0.cr1 -...

org.keycloak:keycloak-authz-policy-drools (3.3.0.final), org.keycloak:keycloak-dependencies-server-all (3.3.0.final) +6 more potentially affected by CVE-2026-9087 via org.keycloak:keycloak-services (3.3.0.final)

org.keycloak:keycloak-services MAVEN version 3.3.0.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-authz-policy-drools 3.3.0.final -...

de.adorsys.multibanking:keycloak-custom-secret-provider (>=1.3.0, <=1.20), org.keycloak:keycloak-authz-policy-drools (3.1.0.final) +5 more potentially affected by CVE-2026-9087 via org.keycloak:keycloak-services (3.1.0.final)

org.keycloak:keycloak-services MAVEN version 3.1.0.final is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - de.adorsys.multibanking:keycloak-custom-secret-provider =1.3.0, =1.20 -...

org.keycloak:keycloak-authz-policy-drools (3.0.0.final), org.keycloak:keycloak-dependencies-server-all (3.0.0.final) +4 more potentially affected by CVE-2026-9087 via org.keycloak:keycloak-services (3.0.0.final)

org.keycloak:keycloak-services MAVEN version 3.0.0.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-authz-policy-drools 3.0.0.final -...

org.keycloak:keycloak-account-freemarker (1.0-alpha-3), org.keycloak:keycloak-login-freemarker (1.0-alpha-3) +1 more potentially affected by CVE-2026-9087 via org.keycloak:keycloak-services (1.0-alpha-3)

org.keycloak:keycloak-services MAVEN version 1.0-alpha-3 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-3 - 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-2026-9087 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-2026-9087 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 -...