Symbolic Attack Chain Generation from Atomic Red Team Techniques: An Empirical Study of Predicate Representation Granularity

Automated attack chain generation is critical for modern cybersecurity, yet manual construction fails to scale as adversary behaviors expand. While classical AI planning using PDDL offers a formal method to automate this process, it relies on the accurate translation of techniques into symbolic...

CVE-2026-53510: Improper Control of Generation of Code

Savon is a Ruby SOAP client. From 0.9.8 until 2.17.2, Savon::Model .alloperations interpolates attacker-controlled WSDL operation names into Ruby source passed to moduleeval, allowing Ruby code execution in the application process. This issue is fixed in version 2.17.2...

PT-2026-75976

HttpClient based on the classic i/o model fails to correctly release the underlying connection back to the connection manager if it encounters an invalid or unsupported Content-Encoding header value in the response message. Please note this defect does not affect HttpClient based on the async i/o...

CVE-2026-38710

TR1200 v2.4.15 and TR3000 v2.4.21 were discovered to contain a command injection vulnerability in the system.setclock interface. This vulnerability allows attackers to execute arbitrary commands as root via a crafted input...

Xalgorix Autonomous AI Pentesting Agent 4.5.124

Most scanners detect. Xalgorix proves. An autonomous LLM agent works a full pentest methodology, then an independent verifier re-exploits every finding before it's reported - so you get proof, not a pile of maybes to triage. Self-hosted, private, and bring-your-own-LLM. Built in Go + TypeScript...

CVE-2026-52232

The FS Inc S3150-8T2F Switch (version 2.2.0D Build 118101 ) is susceptible to a reflected cross-site scripting (XSS) vulnerability within the /logo.asp component. An attacker can exploit this by providing a specially crafted URL to a victim, leading to the execution of arbitrary Javascript within...

PT-2026-66678

Name of the Vulnerable Software and Affected Versions ComfyUI versions prior to 0.28.0 Description An unauthenticated remote attacker can read image-decodable files and enumerate host paths. The get model preview function in app/model manager.py uses os.path.joinfolder, filename with an...

Exposed by Design: A Dynamic Security Assessment of Internet-Facing MCP Servers at Scale

The Model Context Protocol MCP has seen rapid adoption since its November 2024 launch, with over 21,000 server instances detectable on the public internet. We present the first dynamic behavioral security assessment of internet-facing MCP servers, combining passive discovery across eleven data...

CVE-2026-17694

An use after free flaw was found in the DOM component of the Chromium browser. Upstream bugs: https://code.google.com/p/chromium/issues/detail?id=517511796...

MAL-2026-11332 Malicious code in model-data-cache-service (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 3a5f728ad2fff044db6b02073523084d299a7e876770118b7c0a097ffd904c4f Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

Malicious code in model-data-cache-service (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 3a5f728ad2fff044db6b02073523084d299a7e876770118b7c0a097ffd904c4f Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

CVE-2026-15978

SGLang contains a model weight exfiltration vulnerability when no API keys are configured, as SGLang will expose two endpoints that allow a remote attacker to trigger distributed weight broadcasting using NCCL and then triggering data transfer, attackers can exfiltrate all model weights...

CVE-2026-15978 CVE-2026-15978

SGLang contains a model weight exfiltration vulnerability when no API keys are configured, as SGLang will expose two endpoints that allow a remote attacker to trigger distributed weight broadcasting using NCCL and then triggering data transfer, attackers can exfiltrate all model weights...

CVE-2026-15978 CVE-2026-15978

SGLang contains a model weight exfiltration vulnerability when no API keys are configured, as SGLang will expose two endpoints that allow a remote attacker to trigger distributed weight broadcasting using NCCL and then triggering data transfer, attackers can exfiltrate all model weights...

CVE-2026-15978

SGLang contains a model weight exfiltration vulnerability when no API keys are configured, as SGLang will expose two endpoints that allow a remote attacker to trigger distributed weight broadcasting using NCCL and then triggering data transfer, attackers can exfiltrate all model weights...

CVE-2026-15978

The SGLang framework, an open-source tool for serving large language models, contains a model weight exfiltration vulnerability (CVE-2026-15978 ). When no API keys are configured, the framework exposes two endpoints that allow a remote attacker to trigger distributed weight broadcasting via NCCL ...

CVE-2026-59881

AIOHTTP is an asynchronous HTTP client/server framework for asyncio and Python. Prior to 3.14.2, the WebSocket client accepts and decompresses frames with the RSV1 bit set even when the permessage-deflate extension was not negotiated, allowing a malicious server to cause unexpected CPU and memory...

CVE-2026-12940

IBM Langflow OSS 1.0.0 through 1.10.1 are vulnerable to unauthenticated remote code execution via environment variable injection in the MCP Model Context Protocol stdio launcher. The vulnerability exists in src/lfx/src/lfx/base/mcp/util.py where the DANGEROUSENVVARS blocklist fails to include...

CVE-2026-12940

IBM Langflow OSS 1.0.0 through 1.10.1 are vulnerable to unauthenticated remote code execution via environment variable injection in the MCP Model Context Protocol stdio launcher. The vulnerability exists in src/lfx/src/lfx/base/mcp/util.py where the DANGEROUSENVVARS blocklist fails to include...

SUSE CVE-2026-41131

OpenFGA is an authorization/permission engine built for developers. Prior to version 1.14.1, in specific scenarios, models using conditions with caching enabled can result in two different check requests producing the same cache key. This could result in OpenFGA reusing an earlier cached result f...