TL-RL-FusionNet: An Adaptive and Efficient Reinforcement Learning-Driven Transfer Learning Framework for Detecting Evolving Ransomware Threats

Modern ransomware exhibits polymorphic and evasive behaviors by frequently modifying execution patterns to evade detection. This dynamic nature disrupts feature spaces and limits the effectiveness of static or predefined models. To address this challenge, we propose TL-RL-FusionNet, a reinforceme...

Flowise CSV Agent Prompt Injection RCE

This vulnerability allows remote attackers to execute arbitrary code on affected installations of FlowiseAI Flowise. Authentication is not required to exploit this vulnerability. The specific flaw exists within the run method of the CSVAgents class. The issue results from the lack of proper...

Synthesizing Multi-Agent Harnesses for Vulnerability Discovery

LLM agents have begun to find real security vulnerabilities that human auditors and automated fuzzers missed for decades, in source-available targets where the analyst can build and instrument the code. In practice the work is split among several agents, wired together by a harness: the program...

SUSE SLES16 Security Update : google-cloud-sap-agent (SUSE-SU-2026:21210-1)

The remote SUSE Linux SLES16 / SLESSAP16 host has a package installed that is affected by a vulnerability as referenced in the SUSE-SU-2026:21210-1 advisory. This update for google-cloud-sap-agent fixes the following issue: Update to google-cloud-sap-agent 3.12 bsc1259816: - CVE-2026-33186:...

openSUSE 16 Security Update : google-cloud-sap-agent (openSUSE-SU-2026:20555-1)

The remote openSUSE 16 host has a package installed that is affected by a vulnerability as referenced in the openSUSE- SU-2026:20555-1 advisory. This update for google-cloud-sap-agent fixes the following issue: Update to google-cloud-sap-agent 3.12 bsc1259816: - CVE-2026-33186:...

GHSA-3HJV-C53M-58JJ Flowise: CSV Agent Prompt Injection Remote Code Execution Vulnerability

Abstract Trend Micro's Zero Day Initiative has identified a vulnerability affecting FlowiseAI Flowise. Vulnerability Details - Version tested: 3.0.13 - Installer file: https://github.com/FlowiseAI/Flowise - Platform tested: Ubuntu 25.10 Analysis This vulnerability allows remote attackers to execu...

Flowise: CSV Agent Prompt Injection Remote Code Execution Vulnerability

Abstract Trend Micro's Zero Day Initiative has identified a vulnerability affecting FlowiseAI Flowise. Vulnerability Details - Version tested: 3.0.13 - Installer file: https://github.com/FlowiseAI/Flowise - Platform tested: Ubuntu 25.10 Analysis This vulnerability allows remote attackers to execu...

CVE-2026-40589

FreeScout is a free self-hosted help desk and shared mailbox. Prior to version 1.8.214, a low-privileged agent can edit a visible customer and add an email address already owned by a hidden customer in another mailbox. The server discloses the hidden customer’s name and profile URL in the success...

CVE-2025-1241

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...

Closing the Security Gap in the Age of Agentic Coding

AI agents are writing more and more code. Ensure it's secure. Learn how Wiz Code plugins and the Green Agent bring machine-speed remediation to your AI-IDE...

PatchChain-Multi-Agent-Agentic-Pipeline-for-Autonomous-Code-Vulnerability-Analysis

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PT-2026-34236

Name of the Vulnerable Software and Affected Versions Flowise versions prior to 3.1.0 Description A flaw exists in the run method of the CSV Agents class due to improper sandboxing when evaluating Python scripts generated by a Large Language Model LLM. An unauthenticated attacker can use prompt...

An AI Agent Execution Environment to Safeguard User Data

AI agents promise to serve as general-purpose personal assistants for their users, which requires them to have access to private user data e.g., personal and financial information. This poses a serious risk to security and privacy. Adversaries may attack the AI model e.g., via prompt injection to...

Microsoft Azure Monitor Agent Code Issue Vulnerability (CNVD-2026-18594)

Microsoft Azure Monitor Agent is a monitoring agent program from Microsoft USA. A security vulnerability exists in Microsoft Azure Monitor Agent. An attacker can exploit the vulnerability to elevate privileges...

OpenClaw 安全漏洞

OpenClaw is an open-source intelligent artificial assistant developed by OpenClaw. Versions of OpenClaw prior to 2026.4.2 contained security vulnerabilities. These vulnerabilities stemmed from the lack of enforceable write limits on the POST /sessions/:sessionKey/kill endpoint, allowing callers...

Microsoft Azure Monitor Agent Input Validation Error Vulnerability (CNVD-2026-18593)

Microsoft Azure Monitor Agent is a monitoring agent program from Microsoft USA. A security vulnerability exists in Microsoft Azure Monitor Agent. An attacker can exploit the vulnerability to elevate privileges...

CVE-2026-6613

A vulnerability was identified in TransformerOptimus SuperAGI up to 0.0.14. Affected is the function deleteagent/stopschedule/getscheduledata of the file superagi/controllers/agent.py. The manipulation of the argument agentid leads to authorization bypass. The attack is possible to be carried out...

CVE-2026-6612

A vulnerability was determined in TransformerOptimus SuperAGI up to 0.0.14. This impacts the function getagentexecution/updateagentexecution of the file superagi/controllers/agentexecution.py of the component Agent Execution Endpoint. Executing a manipulation of the argument agentexecutionid can...

AgentScope vulnerable to Server-Side Request Forgery

A weakness has been identified in modelscope agentscope up to 1.0.18. This vulnerability affects the function processaudioblock of the file src/agentscope/agent/agentbase.py. Executing a manipulation of the argument url can lead to server-side request forgery. It is possible to launch the attack...

CVE-2026-6613 TransformerOptimus SuperAGI agent.py get_schedule_data authorization

A vulnerability was identified in TransformerOptimus SuperAGI up to 0.0.14. Affected is the function deleteagent/stopschedule/getscheduledata of the file superagi/controllers/agent.py. The manipulation of the argument agentid leads to authorization bypass. The attack is possible to be carried out...