An Agentic Multi-Agent Architecture for Cybersecurity Risk Management

Getting a real cybersecurity risk assessment for a small organization is expensive -- a NIST CSF-aligned engagement runs $15,000 on the low end, takes weeks, and depends on practitioners who are genuinely scarce. Most small companies skip it entirely. We built a six-agent AI system where each age...

Memory Poisoning and Secure Multi-Agent Systems

Memory poisoning attacks for Agentic AI and multi-agent systems MAS have recently caught attention. It is partially due to the fact that Large Language Models LLMs facilitate the construction and deployment of agents. Different memory systems are being used nowadays in this context, including...

ROS-20260320-73-0007

A vulnerability in the ssh-agent library ssh-agent server for the Go crypto programming language involves reading beyond buffer boundaries in memory. Exploitation of the vulnerability could allow an attacker acting remotely to cause a denial of service...

CVE-2026-32001

OpenClaw versions prior to 2026.2.22 contain an authentication bypass vulnerability that allows clients authenticated with a shared gateway token to connect as role=node without device identity verification. Attackers can exploit this by claiming the node role during WebSocket handshake to inject...

CVE-2026-32035

OpenClaw CVE-2026-32035 affects openclaw prior to 2026.3.2. The Discord voice transcript path in agentCommand omits senderIsOwner, causing the flag to default to true and enabling non-owner participants in mixed-trust channels to access owner-only tools (gateway, cron). Affected versions: ≤ 2026....

CVE-2026-32013 OpenClaw < 2026.2.25 - Symlink Traversal in agents.files Methods

OpenClaw versions prior to 2026.2.25 contain a symlink traversal vulnerability in the agents.files.get and agents.files.set methods that allows reading and writing files outside the agent workspace. Attackers can exploit symlinked allowlisted files to access arbitrary host files within gateway...

golang.org/x/crypto/ssh/agent: golang.org/x/crypto/ssh/agent: SSH client panic due to unexpected SSH_AGENT_SUCCESS

A flaw in golang.org/x/crypto/ssh/agent causes the SSH agent client to panic when a peer responds with the generic SSHAGENTSUCCESS 0x06 message to requests expecting typed replies e.g., List, Sign. The unmarshal layer produces an unexpected message type, which the client code does not handle,...

EUVD-2026-12817

Juju has unauthorized update of out-of-scope Vault secrets...

GHSA-89X7-5M5M-MCMM Juju has unauthorized update of out-of-scope Vault secrets

An authorization bypass vulnerability in the Vault secrets back-end implementation of Juju versions 3.1.6 through 3.6.18 allows an authenticated unit agent to perform unauthorized updates to secret revisions. With sufficient information, an attacker can poison any existing secret revision within...

EUVD-2026-13111

Devome GRR v4.5.0 was discovered to contain multiple authenticated SQL injection vulnerabilities in the include/session.inc.php file via the referer and user-agent...

CVE-2026-30711

Devome GRR v4.5.0 was discovered to contain multiple authenticated SQL injection vulnerabilities in the include/session.inc.php file via the referer and user-agent...

CVE-2026-33001

A flaw was found in Jenkins. This vulnerability allows attackers with Item/Configure permission, or those who can control agent processes, to exploit unsafe handling of symbolic links during the extraction of .tar and .tar.gz archives. By crafting malicious archives, an attacker can write files t...

The Top 10 Threats Related to Agent Skills

Read about the top 10 critical threats related to Agent Skills that security teams should consider while building and evaluating agents...

GHSA-JQPF-VJ28-9V7R Duplicate Advisory: Synology Chat dmPolicy=allowlist failed open on empty allowedUserIds, allowing unauthorized agent dispatch

Duplicate Advisory This advisory has been withdrawn because it is a duplicate of GHSA-gw85-xp4q-5gp9. This link is maintained to preserve external references. Original Description OpenClaw versions 2026.2.22 and 2026.2.23 contain an authorization bypass vulnerability in the synology-chat channel...

EUVD-2026-13035

OpenClaw versions 2026.2.22 and 2026.2.23 contain an authorization bypass vulnerability in the synology-chat channel plugin where dmPolicy set to allowlist with empty allowedUserIds fails open. Attackers with Synology sender access can bypass authorization checks and trigger unauthorized agent...

CVE-2026-31998 OpenClaw 2026.2.22 < 2026.2.24 - Authorization Bypass in Synology Chat Plugin via Empty allowedUserIds

OpenClaw versions 2026.2.22 and 2026.2.23 contain an authorization bypass vulnerability in the synology-chat channel plugin where dmPolicy set to allowlist with empty allowedUserIds fails open. Attackers with Synology sender access can bypass authorization checks and trigger unauthorized agent...

Amazon Linux 2 : amazon-cloudwatch-agent, --advisory ALAS2-2026-3191 (ALAS-2026-3191)

The version of amazon-cloudwatch-agent installed on the remote host is prior to 1.300064.1-1. It is, therefore, affected by multiple vulnerabilities as referenced in the ALAS2-2026-3191 advisory. net/http: memory exhaustion in Request.ParseForm CVE-2025-61726 archive/zip: denial of service when...

CVE-2026-30711

Devome GRR v4.5.0 was discovered to contain multiple authenticated SQL injection vulnerabilities in the include/session.inc.php file via the referer and user-agent...

Measuring and Exploiting Confirmation Bias in LLM-Assisted Security Code Review

Security code reviews increasingly rely on systems integrating Large Language Models LLMs, ranging from interactive assistants to autonomous agents in CI/CD pipelines. We study whether confirmation bias i.e., the tendency to favor interpretations that align with prior expectations affects LLM-bas...

Medium: amazon-cloudwatch-agent

Issue Overview: net/http: memory exhaustion in Request.ParseForm CVE-2025-61726 archive/zip: denial of service when parsing arbitrary ZIP archives CVE-2025-61728 crypto/tls: handshake messages may be processed at the incorrect encryption level CVE-2025-61730 crypto/tls: Config.Clone copies...