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-2026-9792 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-min (4.8.2.final), org.keycloak:keycloak-model-jpa (4.8.2.final) +2 more potentially affected by CVE-2026-9794 via org.keycloak:keycloak-services (4.8.2.final)

org.keycloak:keycloak-services MAVEN version 4.8.2.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-min 4.8.2.final - org.keycloak:keycloak-model-jpa...

org.keycloak:keycloak-dependencies-server-all (1.9.1.final), org.keycloak:keycloak-dependencies-server-min (1.9.1.final) +2 more potentially affected by CVE-2026-9791 via org.keycloak:keycloak-services (1.9.1.final)

org.keycloak:keycloak-services MAVEN version 1.9.1.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 1.9.1.final -...

com.github.vzakharchenko:chillispot-radius-plugin (1.3.15), com.github.vzakharchenko:cisco-radius-plugin (1.3.15) +24 more potentially affected by CVE-2026-9794 via org.keycloak:keycloak-services (15.1.0)

org.keycloak:keycloak-services MAVEN version 15.1.0 is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - com.github.vzakharchenko:chillispot-radius-plugin 1.3.15 -...

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-2026-9798 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 -...

com.github.vzakharchenko:keycloak-plugins (>=0.1, <=1.0.1), com.github.vzakharchenko:mikrotik-radius-plugin (>=0.1, <=1.0.1) +15 more potentially affected by CVE-2026-9794 via org.keycloak:keycloak-services (8.0.1)

org.keycloak:keycloak-services MAVEN version 8.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on org.keycloak:keycloak-services and may be impacted: - com.github.vzakharchenko:keycloak-plugins =0.1, =0.1, =0.1, =0.1, =2.0.4, =2.0.4, =2.0.5 -...

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-2026-9791 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 (1.9.4.final), org.keycloak:keycloak-dependencies-server-min (1.9.4.final) +2 more potentially affected by CVE-2026-9794 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-min (4.0.0.beta2), org.keycloak:keycloak-model-jpa (4.0.0.beta2) +2 more potentially affected by CVE-2026-9793 via org.keycloak:keycloak-services (4.0.0.beta2)

org.keycloak:keycloak-services MAVEN version 4.0.0.beta2 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-min 4.0.0.beta2 - org.keycloak:keycloak-model-jpa...

org.keycloak:keycloak-dependencies-server-all (1.9.2.final), org.keycloak:keycloak-dependencies-server-min (1.9.2.final) +2 more potentially affected by CVE-2026-9792 via org.keycloak:keycloak-services (1.9.2.final)

org.keycloak:keycloak-services MAVEN version 1.9.2.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 1.9.2.final -...

Honeyval: A Comprehensive Evaluation Framework for LLM-Powered HTTP Honeypots

Honeypots are decoy systems mimicking real system components designed to defend against cyber attacks. Recently, LLMs increasingly serve as simulation backbones for honeypots. They enable defenders to construct high-interaction honeypots with low system security risks. However, LLM-powered honeyp...

How Reliable Are AI Attackers against a Fixed Vulnerable Target? A 400-Run Empirical Study of LLM Penetration Testing Consistency

Large language models LLMs can autonomously conduct multi-stage cyber attacks, but the consistency of their offensive behavior under repeated trials remains unstudied. This work presents the first large-scale empirical measurement of LLM attack consistency: 400 autonomous penetration testing runs...

Dissecting the Black Box: Circuit-Level Analysis of LLM Vulnerability Detection

Large language models LLMs can detect software vulnerabilities, but how do they actually identify vulnerable code? We address this question using mechanistic interpretability; analyzing the internal computations of a neural network to understand its reasoning process.Using Circuit Tracer on...

The Surface You Test Is Not the Surface That Breaks

Tool-augmented LLM agents are vulnerable to prompt injection: a third party who controls part of the agent's context can plant instructions that the agent then executes as if they came from the user. Current evaluations report a single attack success rate per model on one channel, the tool output...

Malicious code in @mlspace/model-registry (npm)

Part of a dependency confusion attack campaign targeting the @cloudplatform-single-spa and @mlspace npm scopes. The attacker npm user mr.4nd3r50n published 139 scoped packages at the inflated version 99.99.99, which resolves ahead of any private registry version via npm's default version...

Nautobot code-related vulnerabilities

Nautobot is a web automation platform developed by the Nautobot team. Versions prior to Nautobot 2.4.33 and 3.1.2 contained code vulnerabilities. These vulnerabilities stemmed from the Webhook data model and related features being configurable by users with sufficient permissions to send requests...

vLLM security vulnerabilities

vLLM is an open-source LLM-based inference and service engine that features high throughput and efficient memory usage. Version vLLM 0.14.1 contains a security vulnerability caused by the hardcoding of the trustremotecode=True parameter, which may lead to remote code execution...

Automatically Attacking Software Reverse Engineering AI Agents

Software tools for reverse engineering executable binary files, such as Ghidra, enable malware analysts to safely conduct robust static analysis without having access to original source code. Coupled with the analytic power of large language models LLM, agentic systems enabled with tools, such as...

CVE-2026-8682: Missing Authorization

The 3D Viewer – 3D Model Viewer – Augmented Reality – Virtual Try On plugin for WordPress is vulnerable to authorization bypass in all versions up to, and including, 2.0.1. This is due to the plugin not properly verifying that a user is authorized to perform an action. This makes it possible for...

PT-2026-44487

vllm-project/vllm version 0.14.1 contains a vulnerability where the trust remote code=True parameter is hardcoded in two model implementation files vllm/model executor/models/nemotron vl.py and vllm/model executor/models/kimi k25.py. This bypasses the user's explicit --trust-remote-code=False...