PT-2026-68376

Name of the Vulnerable Software and Affected Versions zhayujie CowAgent versions prior to 2.1.2 Description An issue exists in the Self-Evolution Review Agent component within the select tools function of the agent/evolution/executor.py file. A remote attacker can perform a manipulation that lead...

CVE-2026-18992: Incorrect Authorization

A vulnerability was detected in zhayujie CowAgent up to 2.1.1. This vulnerability affects the function selecttools of the file agent/evolution/executor.py of the component Self-Evolution Review Agent. Performing a manipulation results in incorrect authorization. The attack is possible to be carri...

PoCEvolve: Generating Proof-Of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution

Ideally, the detailed information about a vulnerability should be made available together with the fixing commit. In practice, however, such details often become available only long after the commit, even when a CVE has already been published. During this window, the patch is already public, so...

MAL-2026-11005 Malicious code in n8n-nodes-quick-utils (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 1a3ad37cc152517b09b8ee72a009a179399ddf802e7f22c126c9d104b4252d5a On require/import, index.js spawns /bin/bash wired to a TCP socket at hardcoded IP 103.27.109.184:8895, giving the remote operator an interactive she...

MAL-2026-11006 Malicious code in n8n-nodes-utils-helper (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 9256e5f20f66f3eb9875dcc475299249173730d784230eb157c327171d114e21 The package advertises itself as an n8n community node 'Utility nodes for n8n', but the declared community node file MyNode.js is an empty stub and t...

DARWIN: Evolving Jailbreak Adversary and Guardrail for LLM Safety Evaluation and Protection

Most existing LLM safety evaluation and defense methods follow a static formulation: jailbreak vulnerabilities are evaluated with fixed attack methods, and guardrails are trained on fixed malicious prompt datasets. However, real-world adversaries continuously evolve their capabilities and expand...

Fig Expands SecOps Engineering Lifecycle as Security Teams Seek More Resilient Infrastructure

Learn how Fig adds testing, deployment, and continuous verification to SecOps, helping security teams keep detections reliable as infrastructure evolves. daily...

TuxBot v3 Evolution Shows Signs of LLM-Assisted IoT Botnet Development

Cybersecurity researchers have disclosed details of a previously unreported Internet-of-Things IoT botnet framework dubbed TuxBot v3 Evolution that shows signs of being developed with assistance from a large language model LLM, albeit with not so successful results. "While the AI complied with...

Agent Skill Security: Threat Models, Attacks, Defenses, and Evaluation

Reusable skills are becoming a fundamental building block of Large Language Model LLM agents, enabling capabilities to be packaged, shared, and reused across diverse applications. However, existing security research primarily focuses on prompt injection and runtime execution, leaving security ris...

Prezta: Provable Remote Execution of Zero-Trust Authorization Using SNARKs

Modernizing the security of operational technology systems that control critical infrastructure has become a pressing challenge. Because edge devices have limited capabilities, modernization has relied on application gateways that interface with identity management systems and enforce access...

Mako: A Self-Evolving Agentic Operating System (SE-AOS) for Autonomous Web Exploitation

We introduce the Self-Evolving Agentic Operating System SE-AOS: a new class of AI agent that treats exploit capability as a mutable, versioned kernel it extends at runtime, observing its own failures, synthesising new capabilities, proving them against a live target, and hot-loading them back int...

5 insights from Frost & Sullivan’s 2025 Frost Radar™ for Cloud Security Posture Management

Cloud security posture management CSPM is being redefined as two forces collide: Cloud environments are becoming more interconnected—spanning workloads, identities, data, APIs, and development pipelines—while security teams must reduce risk faster with fewer tools and less time. Frost & Sullivan’...

Knowledge over Parameters: Evolving Smart Contract Vulnerability Detection

Smart contract vulnerabilities are predominantly logic bugs whose detection requires structured, step-by-step procedural knowledge of attack patterns and contract semantics. Existing LLM-based methods struggle to generate this knowledge automatically: prompt-based methods rely on manually crafted...

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Cloud security is shifting from visibility to context-aware risk reduction, helping security teams understand which exposures matter most, prioritize what can be exploited, and reduce risk across the application lifecycle. As organizations continue to expand across multicloud environments,...

PixJail: Self-Evolving Paper-To-Pipeline Reproduction for Text-To-Image Jailbreak Evaluation

As Text-to-Image T2I jailbreak techniques evolve rapidly, existing benchmarks and reproduction workflows often struggle to keep pace. More importantly, T2I jailbreak evaluation is not a single prompt-level test, but a pipeline-level problem shaped by multiple stages, including prompt...

INC Ransomware Emerges as Major RaaS Threat in 2026 with 830+ Victims Since 2023

Cybersecurity researchers have charted the evolution of INC from an nascent ransomware-as-a-service RaaS operation to one of the most prolific cybercrime groups in 2026, claiming no less than 830 victims since August 2023. "The disruption of LockBit and the shutdown of BlackCat created...

EUVD-2026-37506

A flaw was found in evolution-data-server. Inconsistent comparison logic in the addressbook file backend allows a Flatpak application with D-Bus access to craft a malicious URI containing directory traversal sequences. This URI is stored without proper validation during contact creation or...

CVE-2026-2604

A flaw was found in evolution-data-server. Inconsistent comparison logic in the addressbook file backend allows a Flatpak application with D-Bus access to craft a malicious URI containing directory traversal sequences. This URI is stored without proper validation during contact creation or...

SUSE: CVE-2026-2604: SUSE Linux Security Advisory

A flaw was found in evolution-data-server. Inconsistent comparison logic in the addressbook file backend allows a Flatpak application with D-Bus access to craft a malicious URI containing directory traversal sequences. This URI is stored without proper validation during contact creation or...

CVE-2026-2604 Evolution-data-server: evolution data server: arbitrary file deletion via inconsistent uri handling

A flaw was found in evolution-data-server. Inconsistent comparison logic in the addressbook file backend allows a Flatpak application with D-Bus access to craft a malicious URI containing directory traversal sequences. This URI is stored without proper validation during contact creation or...