Chinese Hacker Commands DeepSeek via Telegram to Launch Autonomous Attacks

n8n, an open source workflow automation platform, contains a critical remote code execution vulnerability (CVE-2025-68613, CWE-913) in its workflow expression evaluation system, affecting versions starting at 0.211.0 and prior to 1.120.4, 1.121.1, and 1.122.0. The flaw is triggered when expressions supplied by authenticated users during workflow configuration are evaluated in an execution context that is not sufficiently isolated from the underlying runtime, allowing the attacker to execute arbitrary code with the privileges of the n8n process. Successful exploitation can result in full compromise of the affected instance, including unauthorized access to sensitive data, modification of workflows, and execution of system-level operations. Any self-hosted or cloud n8n deployment running an affected version is exposed, with public scans indicating roughly 24,700 instances remain exposed on the internet. The flaw was added to CISA's Known Exploited Vulnerabilities catalog on 2026-03-11, EPSS places the 30-day exploitation probability at 99.1% (100th percentile), and Akamai has documented a ZeroBot malware campaign targeting n8n instances.

Do: Upgrade immediately to n8n 1.120.4, 1.121.1, or 1.122.0 (or later), as the flaw is in CISA KEV and actively exploited by the ZeroBot malware campaign documented by Akamai. If immediate upgrade is not possible, restrict workflow creation and editing permissions to fully trusted users and run n8n in a hardened environment with restricted OS privileges and network access, keeping in mind these mitigations do not fully eliminate the risk. Review instances for signs of compromise, including unexpected workflow changes and suspicious process activity, and apply BOD 22-01 requirements if the product is used in federal cloud services.

n8n versions 1.65.0 through below 1.121.0 contain an input-validation flaw (CWE-20) in the handling of certain form-based workflows, allowing an unauthenticated remote attacker to reach the underlying server through form endpoints. By triggering a vulnerable form workflow, the attacker can access files on the host and expose sensitive information stored there; the Cyera research team (which named the bug "Ni8mare") and the CVSS 10.0 score with high integrity impact indicate this yields unauthenticated remote code execution and potential full takeover. Any self-hosted n8n instance running an affected version that exposes form-based workflows over the network is at risk, with blast radius amplified by n8n's typical access to credentials, secrets, and connected internal systems. The issue is fixed in version 1.121.0; the flaw is not yet in CISA's KEV, but a public proof-of-concept is available and EPSS assigns a 78.4% probability of exploitation within 30 days, so defenders should treat exploitation as likely and imminent.

Do: Upgrade n8n to version 1.121.0 or later immediately. If you cannot upgrade right away, check whether any workflows use form triggers and remove those form endpoints from untrusted network exposure — place them behind authentication, a reverse proxy, or an IP allowlist. Review instance logs for unexpected requests to form/webhook paths and unusual file access, given the high EPSS score and public proof-of-concept.

CVE-2026-3055 is an out-of-bounds read (CWE-125) in Citrix NetScaler ADC and NetScaler Gateway caused by insufficient input validation when the appliance is configured as a SAML Identity Provider (IDP). An unauthenticated remote attacker can trigger the flaw by sending crafted input to the SAML IDP functionality, causing the appliance to read beyond the bounds of allocated memory and potentially disclose sensitive information from it. The CVSS 4.0 base score of 9.3 (critical) reflects a network-vector flaw requiring no privileges or user interaction. Only organizations running NetScaler ADC or NetScaler Gateway appliances with SAML IDP configured are affected, according to the available data. The flaw was added to CISA's Known Exploited Vulnerabilities catalog on 2026-03-30, carries an 87.2% EPSS probability of exploitation within 30 days, has a public proof-of-concept, and headlines indicate active reconnaissance and exploitation against NetScaler deployments, including federal patch directives.

Do: Apply the patched NetScaler ADC and NetScaler Gateway releases from Citrix's advisory as soon as possible, prioritizing internet-facing appliances (exact fixed version numbers are not in this data; check the vendor bulletin). Determine whether SAML IDP is configured on your appliances and, if it is not needed, disable or unbind it as an interim mitigation while reviewing appliance logs for suspicious authentication or reconnaissance traffic. Federal agencies must follow the CISA required action and BOD 22-01 guidance, with CISA directing patching by the stated Thursday deadline.

CVE-2026-33017 is an unauthenticated remote code execution flaw in Langflow, an open-source tool for building and deploying AI-powered agents and workflows. The POST /api/v1/build_public_tmp/{flow_id}/flow endpoint, which by design requires no authentication for building public flows, accepts an optional data parameter; when present, attacker-controlled flow data — including arbitrary Python code embedded in node definitions — is used instead of the flow stored in the database and passed to exec() with no sandboxing. An attacker who can reach this endpoint on an affected instance can therefore execute arbitrary Python code without any credentials, typically yielding full compromise of the underlying server. All Langflow versions prior to 1.9.0 are affected; the issue was fixed in 1.9.0 and is distinct from CVE-2025-3248, which only added authentication to the /api/v1/validate/code endpoint. The flaw was added to CISA's KEV catalog on 2026-03-25 (confirming exploitation in the wild), carries a 96.2% EPSS probability of exploitation within 30 days, and related reporting describes Langflow RCE attacks, including ransomware activity targeting AI model files.

Do: Upgrade all Langflow deployments to 1.9.0 or later. If immediate patching is not possible, keep Langflow off direct internet exposure (place it behind an authenticating reverse proxy or firewall) and review logs for unauthenticated POST requests to /api/v1/build_public_tmp/{flow_id}/flow that include a data parameter, which would indicate exploitation attempts. As a KEV entry, federal agencies must apply mitigations per vendor guidance and BOD 22-01, or discontinue use of the product if mitigations are unavailable.

Marimo, a reactive Python notebook, contains an unauthenticated remote code execution flaw (CVE-2026-39987, CWE-306; CVSS 4.0: 9.3 Critical) because its terminal WebSocket endpoint /terminal/ws skips authentication entirely. Unlike other WebSocket endpoints such as /ws, which call validate_auth(), /terminal/ws only checks the running mode and platform support before accepting connections, so any unauthenticated attacker who can reach the server can obtain a full PTY shell and execute arbitrary system commands on the host. All marimo deployments running versions prior to 0.23.0 are affected, with internet-exposed instances at greatest risk. Exploitation is confirmed in the wild: the flaw was added to CISA's KEV catalog on 2026-04-23, public PoCs exist, and reporting shows it was exploited within roughly 10 hours of disclosure, with observed post-exploitation activity involving LLM agents. EPSS assigns a 98.9% probability of exploitation within 30 days (100th percentile).

Do: Upgrade marimo to 0.23.0 or later; until patched, restrict access to the /terminal/ws WebSocket endpoint by binding the notebook to localhost, a VPN, or an authenticating reverse proxy. Identify whether any marimo instances are internet-exposed and review logs for connections to /terminal/ws and unexpected shell or process spawns, given reports of LLM-agent-driven post-exploitation on compromised instances. As a KEV entry (added 2026-04-23), this requires federal agencies to apply the vendor fix or mitigations per BOD 22-01 timelines.