Microsoft's MDASH AI System Finds 16 Windows Flaws Fixed in Patch Tuesday

Microsoft has unveiled a new multi-model artificial intelligence AI-driven system called MDASH to facilitate vulnerability discovery and remediation at scale, adding that it's being tested by some customers as part of a limited private preview. MDASH, short for m ulti-mod el a gentic s canning h...

RHEL 10 : fence-agents (RHSA-2026:17083)

The remote Redhat Enterprise Linux 10 host has packages installed that are affected by multiple vulnerabilities as referenced in the RHSA-2026:17083 advisory. The fence-agents packages provide a collection of scripts for handling remote power management for cluster devices. They allow failed or...

ExploitBench: A Capability Ladder Benchmark for LLM Cybersecurity Agents

Exploitation is not a binary event. It is a ladder of acquiring progressive capabilities, from executing a single buggy line of code to taking full control of the target. However, existing LLM security benchmarks treat a crash as exploitation success. That single binary outcome collapses the hard...

CVE-2026-8319

A weakness has been identified in aiwaves-cn agents up to e8c4e3c2d19739d3dff59e577d1c97090cc15f59. Affected by this issue is the function recallrelevantmemoriestoworkingmemory of the file core/cat/lookingglass/straycat.py of the component cheshirecatcore. This manipulation causes resource...

babelon (>=0.2.1 <=0.3.3), curategpt (>=0.2.2 <=0.2.4) +13 more potentially affected by CVE-2026-31236 via llm (>=0.12.0 <=0.26.0)

llm PYPI version =0.12.0, =0.2.1, =0.2.2, =0.1.0, =0.1.0a0, =0.9.0, =11.0.0rc1, =0.3.6, =0.1.0, =0.7.0, =2.0.0, =2.5.0 Source cves: CVE-2026-31236 Source advisory: OSV:GHSA-G76P-4VG5-F4QH...

databricks-agents (>=0.1.0 <=1.0.0rc1), datamint (>=2.5.0 <=2.5.2) +3 more potentially affected by CVE-2026-2614 via mlflow (>=3.0.0rc2 <=3.0.1)

mlflow PYPI version =3.0.0rc2, =0.1.0, =2.5.0, =0.2.0.dev0, =0.6.7, =0.8.1 Source cves: CVE-2026-2614 Source advisory: SNYK:PYTHON-MLFLOW-16643490...

From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World

AI pentesting agents are increasingly credible as offensive security systems, but current benchmarks still provide limited guidance on which will perform best in real-world targets. Existing evaluation protocols assess and optimize for predefined goals such as capture-the-flag, remote code...

VulnCheck KEV: CVE-2026-44338

PraisonAI is a multi-agent teams system. From version 2.5.6 to before version 4.6.34, PraisonAI ships a legacy Flask API server with authentication disabled by default. When that server is used, any caller that can reach it can access /agents and trigger the configured agents.yaml workflow throug...

MiracleLinux 8 : resource-agents-4.9.0-54.el8_10.33 (AXSA:2026-602:05)

The remote MiracleLinux 8 host has packages installed that are affected by a vulnerability as referenced in the AXSA:2026-602:05 advisory. pyasn1: pyasn1 Vulnerable to Denial of Service via Unbounded Recursion CVE-2026-30922 Tenable has extracted the preceding description block directly from the...

When LLMs Team Up: A Coordinated Attack Framework for Automated Cyber Intrusions

Automated intrusion-style workflows require LLM agents to reason over partial observations, tool outputs, and executable artifacts under bounded budgets. A single LLM instance often compresses evidence extraction, planning, execution, and validation into one context, which increases the risk of...

EUVD-2026-29212

A vulnerability was detected in inkeep agents 0.58.14. This vulnerability affects the function createDevContext of the file agents-api/src/middleware/runAuth.ts of the component runAuth Middleware. Performing a manipulation results in authentication bypass using alternate channel. The attack is...

EUVD-2026-29202

A weakness has been identified in aiwaves-cn agents up to e8c4e3c2d19739d3dff59e577d1c97090cc15f59. Affected by this issue is the function recallrelevantmemoriestoworkingmemory of the file core/cat/lookingglass/straycat.py of the component cheshirecatcore. This manipulation causes resource...

aiwaves-cn agents is vulnerable to resource consumption in the recall_relevant_memories_to_working_memory function

A weakness has been identified in aiwaves-cn agents up to e8c4e3c2d19739d3dff59e577d1c97090cc15f59. Affected by this issue is the function recallrelevantmemoriestoworkingmemory of the file core/cat/lookingglass/straycat.py of the component cheshirecatcore. This manipulation causes resource...

CVE-2026-8319

A weakness has been identified in aiwaves-cn agents up to e8c4e3c2d19739d3dff59e577d1c97090cc15f59. Affected by this issue is the function recallrelevantmemoriestoworkingmemory of the file core/cat/lookingglass/straycat.py of the component cheshirecatcore. This manipulation causes resource...

CVE-2026-8321

A vulnerability was detected in inkeep agents 0.58.14. This vulnerability affects the function createDevContext of the file agents-api/src/middleware/runAuth.ts of the component runAuth Middleware. Performing a manipulation results in authentication bypass using alternate channel. The attack is...

CVE-2026-8321 inkeep agents runAuth Middleware runAuth.ts createDevContext authentication bypass

A vulnerability was detected in inkeep agents 0.58.14. This vulnerability affects the function createDevContext of the file agents-api/src/middleware/runAuth.ts of the component runAuth Middleware. Performing a manipulation results in authentication bypass using alternate channel. The attack is...

CVE-2026-8321 inkeep agents runAuth Middleware runAuth.ts createDevContext authentication bypass

A vulnerability was detected in inkeep agents 0.58.14. This vulnerability affects the function createDevContext of the file agents-api/src/middleware/runAuth.ts of the component runAuth Middleware. Performing a manipulation results in authentication bypass using alternate channel. The attack is...

CVE-2026-8321

CVE-2026-8321 affects inkeep agents 0.58.14. The vulnerability lies in the function createDevContext of agents-api/src/middleware/runAuth.ts within the runAuth Middleware, where a manipulation can lead to authentication bypass via an alternate channel. This can be exploited remotely, and public e...

CVE-2026-8321 inkeep agents runAuth Middleware runAuth.ts createDevContext authentication bypass

A vulnerability was detected in inkeep agents 0.58.14. This vulnerability affects the function createDevContext of the file agents-api/src/middleware/runAuth.ts of the component runAuth Middleware. Performing a manipulation results in authentication bypass using alternate channel. The attack is...

CVE-2026-8321

A vulnerability was detected in inkeep agents 0.58.14. This vulnerability affects the function createDevContext of the file agents-api/src/middleware/runAuth.ts of the component runAuth Middleware. Performing a manipulation results in authentication bypass using alternate channel. The attack is...