CVE-2025-1241: Inadequate Encryption Strength

Encrypted values in Fortra's GoAnywhere MFT prior to version 7.10.0 and GoAnywhere Agents prior to version 2.2.0 utilize a static IV which allows admin users to brute-force decryption of data...

Do Agents Dream of Root Shells? Partial-Credit Evaluation of LLM Agents in Capture the Flag Challenges

Large Language Model LLM agents are increasingly proposed for autonomous cybersecurity tasks, but their capabilities in realistic offensive settings remain poorly understood. We present DeepRed, an open-source benchmark for evaluating LLM-based agents on realistic Capture The Flag CTF challenges ...

Fortra GoAnywhere 安全漏洞

Fortra GoAnywhere is a secure file transfer solution provided by the American company Fortra. There were security vulnerabilities in versions of Fortra GoAnywhere MFT 7.10.0 and earlier, as well as in GoAnywhere Agents 2.2.0 and earlier. These vulnerabilities stemmed from the use of static IVs fo...

TitanCA: Lessons from Orchestrating LLM Agents to Discover 100+ CVEs

Software vulnerabilities remain one of the most persistent threats to modern digital infrastructure. While static application security testing SAST tools have long served as the first line of defense, they suffer from high false-positive rates. This article presents TitanCA, a collaborative proje...

Owner-Harm: A Missing Threat Model for AI Agent Safety

Existing AI agent safety benchmarks focus on generic criminal harm cybercrime, harassment, weapon synthesis, leaving a systematic blind spot for a distinct and commercially consequential threat category: agents harming their own deployers. Real-world incidents illustrate the gap: Slack AI...

Temporal UI State Inconsistency in Desktop GUI Agents: Formalizing and Defending against TOCTOU Attacks on Computer-Use Agents

GUI agents that control desktop computers via screenshot-and-click loops introduce a new class of vulnerability: the observation-to-action gap mean 6.51 s on real OSWorld workloads creates a Time-Of-Check, Time-Of-Use TOCTOU window during which an unprivileged attacker can manipulate the UI state...

MiracleLinux 8 : resource-agents-4.9.0-54.el8_10.27 (AXSA:2026-456:03)

The remote MiracleLinux 8 host has packages installed that are affected by multiple vulnerabilities as referenced in the AXSA:2026-456:03 advisory. urllib3: urllib3: Unbounded decompression chain leads to resource exhaustion CVE-2025-66418 urllib3: urllib3 Streaming API improperly handles highly...

MiracleLinux 8 : resource-agents-4.9.0-54.el8_10.28 (AXSA:2026-462:04)

The remote MiracleLinux 8 host has packages installed that are affected by a vulnerability as referenced in the AXSA:2026-462:04 advisory. pyasn1: pyasn1: Denial of Service due to memory exhaustion from malformed RELATIVE-OID CVE-2026-23490 Tenable has extracted the preceding description block...

Incomplete List of Disallowed Inputs

Overview flowise-components is a Flowiseai Components Affected versions of this package are vulnerable to Incomplete List of Disallowed Inputs in the run method of the AirtableAgents class, which evaluates LLM-generated Python scripts in a non-sandboxed environment. An attacker can execute...

Incomplete List of Disallowed Inputs

Overview flowise-ui is a Affected versions of this package are vulnerable to Incomplete List of Disallowed Inputs in the run method of the AirtableAgents class, which evaluates LLM-generated Python scripts in a non-sandboxed environment. An attacker can execute arbitrary code on the server by...

Incomplete List of Disallowed Inputs

Overview flowise is a Flowiseai Server Affected versions of this package are vulnerable to Incomplete List of Disallowed Inputs in the run method of the AirtableAgents class, which evaluates LLM-generated Python scripts in a non-sandboxed environment. An attacker can execute arbitrary code on the...

DeerFlow 安全漏洞

DeerFlow is an open-source orchestration framework developed by Bytedance, used to coordinate sub-agents and skill executions. DeerFlow has a security vulnerability, which stems from the bypass of agent name validation during the creation of custom agents in boot mode. This vulnerability may lead...

GHSA-3XX2-MQJM-HG9X Paperclip: Cross-tenant agent API key IDOR in `/agents/:id/keys` routes allows full victim-company compromise

Summary The GET, POST, and DELETE handlers under /agents/:id/keys in the Paperclip control-plane API only call assertBoardreq, which verifies that the caller has a board-type session but does not verify that the caller has access to the company owning the target agent. A board user whose membersh...

Paperclip: Cross-tenant agent API token minting via missing assertCompanyAccess on /api/agents/:id/keys

Isolated paperclip instance running in authenticated mode default config on a clean Docker image matching commit b649bd4 2026.411.0-canary.8, post the 2026.410.0 patch. This advisory was verified on an unmodified build. Summary POST /api/agents/:id/keys, GET /api/agents/:id/keys, and DELETE...

Securing AI Applications From Inception to Deployment

Extending the Wiz AI APP into the code layer to detect AI-specific risks at inception, validate exploitability at runtime, and orchestrate remediation with agents that understand your codebase...

The vulnerability of the data collection tool for Azure Monitor Agents, which are associated with virtual machines and physical servers, stems from deficiencies in the deserialization mechanism. This allows attackers to exploit their privileges.

The vulnerability of the data collection tool for Azure Monitor Agents, which are associated with virtual machines and physical servers, is related to deficiencies in the deserialization mechanism. Exploiting this vulnerability could allow attackers to enhance their privileges...

PT-2026-35291

Summary The GET, POST, and DELETE handlers under /agents/:id/keys in the Paperclip control-plane API only call assertBoardreq, which verifies that the caller has a board-type session but does not verify that the caller has access to the company owning the target agent. A board user whose membersh...

RHEL 8 : fence-agents (RHSA-2026:1240)

The remote Redhat Enterprise Linux 8 host has packages installed that are affected by multiple vulnerabilities as referenced in the RHSA-2026:1240 advisory. The fence-agents packages provide a collection of scripts for handling remote power management for cluster devices. They allow failed or...

AlmaLinux 8 : fence-agents (ALSA-2026:1240)

The remote AlmaLinux 8 host has packages installed that are affected by multiple vulnerabilities as referenced in the ALSA-2026:1240 advisory. urllib3: urllib3: Unbounded decompression chain leads to resource exhaustion CVE-2025-66418 urllib3: urllib3 Streaming API improperly handles highly...

RHEL 8 : resource-agents (RHSA-2026:1241)

The remote Redhat Enterprise Linux 8 host has packages installed that are affected by multiple vulnerabilities as referenced in the RHSA-2026:1241 advisory. The resource-agents packages provide the Pacemaker and RGManager service managers with a set of scripts. These scripts interface with severa...