Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt Engineering Quality Assurance

Prompt specifications for multi-agent large language model LLM systems carry data contracts and integration logic across many interdependent files but are rarely subjected to structured-inspection rigor. This paper reports a single-system empirical case study of iterative, agent-driven auditing...

The Adversarial Discount - AI, Signal Correlation, and the Cybersecurity Arms Race

We study a contest-theoretic model of adversarial investment in which an attacker and a defender allocate resources to AI-augmented capabilities across multiple attack surfaces. The attacker's investment operates through two channels: it amplifies offensive potency unconditionally and erodes...

Astra Linux - уязвимость в linux-5.10

In the Linux kernel, the following vulnerability has been resolved: tty: ngsm: Do not block the input queue by waiting for the MSC response Currently, the gsmqueue function processes incoming frames. When opening a DLC channel, it calls gsmdlciopen, which in turn calls gsmmodemupdate. If the basi...

Toward a Multi-Layer ML-Based Security Framework for Industrial IoT

The Industrial Internet of Things IIoT introduces significant security challenges as resource-constrained devices become increasingly integrated into critical industrial processes. Existing security approaches typically address threats at a single network layer, often relying on expensive hardwar...

CVE-2026-20118

A vulnerability in the handling of an Egress Packet Network Interface EPNI Aligner interrupt in Cisco IOS XR Software for Cisco Network Convergence System NCS 5500 Series with NC57 line cards and Cisco NCS 5700 Routers and Cisco IOS XR Software for Third Party Software could allow an...

CVE-2026-20118

The CVE affects Cisco IOS XR on the NCS 5500 series (NC57 line cards) and NCS 5700 routers running IOS XR. It arises from corruption of packets when an EPNI Aligner interrupt is triggered during heavy transit, which can be exploited by an unauthenticated remote attacker sending a continuous flow ...

CVE-2026-20118 Cisco IOS-XR NCS 5500 and NCS 5700 Egress Packet Network Interfaces Aligner Interrupt Denial of Service Vulnerability

A vulnerability in the handling of an Egress Packet Network Interface EPNI Aligner interrupt in Cisco IOS XR Software for Cisco Network Convergence System NCS 5500 Series with NC57 line cards and Cisco NCS 5700 Routers and Cisco IOS XR Software for Third Party Software could allow an...

CVE-2026-20118

A vulnerability in the handling of an Egress Packet Network Interface EPNI Aligner interrupt in Cisco IOS XR Software for Cisco Network Convergence System NCS 5500 Series with NC57 line cards and Cisco NCS 5700 Routers and Cisco IOS XR Software for Third Party Software could allow an...

Lifecycle-Integrated Security for AI-Cloud Convergence in Cyber-Physical Infrastructure

The convergence of Artificial Intelligence AI inference pipelines with cloud infrastructure creates a dual attack surface where cloud security standards and AI governance frameworks intersect without unified enforcement mechanisms. AI governance, cloud security, and industrial control system...

CVE-2025-14182

A vulnerability has been found in Sobey Media Convergence System 2.0/2.1. This vulnerability affects unknown code of the file /sobey-mchEditor/watermark/upload. The manipulation of the argument File leads to path traversal. The attack can be initiated remotely. The exploit has been disclosed to t...

EUVD-2025-201591

A vulnerability has been found in Sobey Media Convergence System 2.0/2.1. This vulnerability affects unknown code of the file /sobey-mchEditor/watermark/upload. The manipulation of the argument File leads to path traversal. The attack can be initiated remotely. The exploit has been disclosed to t...

CVE-2025-14182

A vulnerability has been found in Sobey Media Convergence System 2.0/2.1. This vulnerability affects unknown code of the file /sobey-mchEditor/watermark/upload. The manipulation of the argument File leads to path traversal. The attack can be initiated remotely. The exploit has been disclosed to t...

CVE-2025-14182 Sobey Media Convergence System upload path traversal

A vulnerability has been found in Sobey Media Convergence System 2.0/2.1. This vulnerability affects unknown code of the file /sobey-mchEditor/watermark/upload. The manipulation of the argument File leads to path traversal. The attack can be initiated remotely. The exploit has been disclosed to t...

CVE-2025-14182

CVE-2025-14182 affects Sobey Media Convergence System versions 2.0–2.1. A path traversal flaw arises from manipulating the File parameter in the file at /sobey-mchEditor/watermark/upload, enabling remote exploitation. Multiple connected sources confirm the existence of this vulnerability and the ...

Sobey Media Convergence System 路径遍历漏洞

The Sobey Media Convergence System is a media convergence system from the Chinese company Sobey. A path traversal vulnerability exists in Sobey Media Convergence System versions 2.0 and 2.1, which can be caused by incorrect manipulation of the File parameter in the file...

PT-2025-49393

Name of the Vulnerable Software and Affected Versions Sobey Media Convergence System versions 2.0 through 2.1 Description A path traversal issue exists in Sobey Media Convergence System versions 2.0 and 2.1. The issue is related to the manipulation of the File argument within the...

CVE-2025-40071 tty: n_gsm: Don't block input queue by waiting MSC

In the Linux kernel, the following vulnerability has been resolved: tty: ngsm: Don't block input queue by waiting MSC Currently gsmqueue processes incoming frames and when opening a DLC channel it calls gsmdlciopen which calls gsmmodemupdate. If basic mode is used it calls gsmmodemupdviamsc and i...

EUVD-2015-0789

Malware in sbrugna...

EUVD-2014-3392

Malware in sbrugna...

EUVD-2017-1678

Malware in sbrugna...