BEACON: Behavior-Anchored Cross-Source Knowledge Graph Construction for Cyber Threat Intelligence

Cyber threat intelligence CTI is foundational to modern cyber defense, yet much of it resides in unstructured reports whose volume and heterogeneity far exceed manual analysis, motivating research on automatically constructing knowledge graphs from CTI reports. However, existing approaches mainly...

MaliciousSkillBench: A Comprehensive Benchmark for Malicious Agent Skill Detection

Agent Skills extend LLM agents with reusable instruction packages that may also include scripts, resources, and service configuration. This creates a direct distribution channel for malicious behavior, yet existing malicious-Skill datasets are fragmented across sources, artifact formats, evidence...

SingGuard-NSFA: Extensible Guardrails for Agentic AI Via Generative Reasoning and Real-Time Classification

We present nsfaguard, a guardrail framework for securing agentic AI systems against operational threats, such as prompt injection, sensitive information extraction, malicious code requests, dangerous tool misuse, and resource exhaustion. We first introduce the NSFA taxonomy, which organizes 185...

CVE-2026-49872

Improper Authentication vulnerability in Apache APISIX. When the cas-auth plugin is used in a route, an attacker can possibly authenticate itself with credentials from a different source. This issue affects Apache APISIX: from 3.0.0 through 3.16.0. Users are recommended to upgrade to version...

CVE-2026-49872 Apache APISIX: Improper authentication in cas-auth plugin

Improper Authentication vulnerability in Apache APISIX. When the cas-auth plugin is used in a route, an attacker can possibly authenticate itself with credentials from a different source. This issue affects Apache APISIX: from 3.0.0 through 3.16.0. Users are recommended to upgrade to version...

CVE-2026-49872

The CVE-2026-49872 entry concerns Apache APISIX and its cas-auth plugin. Affected versions are 3.0.0 through 3.16.0; the issue is an improper authentication flaw where, when cas-auth is used on a route, an attacker may authenticate using credentials from a different source. The public documentati...

CVE-2026-49872

Improper Authentication vulnerability in Apache APISIX. When the cas-auth plugin is used in a route, an attacker can possibly authenticate itself with credentials from a different source. This issue affects Apache APISIX: from 3.0.0 through 3.16.0. Users are recommended to upgrade to version...

CVE-2026-49872 Apache APISIX: Improper authentication in cas-auth plugin

Improper Authentication vulnerability in Apache APISIX. When the cas-auth plugin is used in a route, an attacker can possibly authenticate itself with credentials from a different source. This issue affects Apache APISIX: from 3.0.0 through 3.16.0. Users are recommended to upgrade to version...

EUVD-2026-38015

Incorrect Authorization vulnerability in Apache APISIX. An attacker can capitalise on authz-casdoor plugin under default configuration to authenticate themselves with credentials from a different source. This issue affects Apache APISIX: from 2.14.1 through 3.16.0. Users are recommended to upgrad...

PT-2026-50899

Name of the Vulnerable Software and Affected Versions Apache APISIX versions 3.0.0 through 3.16.0 Description Improper Authentication occurs when the cas-auth plugin is used in a route, potentially allowing an attacker to authenticate using credentials from a different source. Recommendations...

PT-2026-50886

Name of the Vulnerable Software and Affected Versions Apache APISIX versions 2.14.1 through 3.16.0 Description An incorrect authorization issue exists in the authz-casdoor plugin when using the default configuration. This allows an attacker to authenticate using credentials from a different sourc...

FuseChain: Runtime Evidence Reconstruction for Software Supply-Chain Attacks

Software supply-chain SSC attacks are increasingly multi-stage, cross-source, and temporally distributed. A single attack campaign may leave weak and fragmented traces across multi-source telemetry that captures different granularities and perspectives of runtime behavior. Existing runtime...

Google Chrome: Input validation error vulnerability

Google Chrome is a web browser developed by Google Inc. Versions of Google Chrome prior to 149.0.7827.115 contained a vulnerability related to input validation errors. This vulnerability stemmed from insufficient validation for untrusted inputs in the Network component. It could allow remote...

CodexBar security vulnerabilities

CodexBar is an AI programming service usage monitoring tool developed by Peter Steinberger. Versions of CodexBar prior to 0.33.0 contained security vulnerabilities. These vulnerabilities stemmed from credential forwarding, which could allow network adjacent attackers to intercept sensitive...

Tesla security vulnerabilities

Tesla is an HTTP client software open source by Elixir Tesla. Versions of Tesla from 1.4.0 to 1.18.3 contained security vulnerabilities. These vulnerabilities stemmed from the use of case-sensitive string comparisons in handling security-sensitive headers. This could lead to credential leakage to...

Google Chrome: Input validation error vulnerability

Google Chrome is a web browser developed by Google Inc. Versions of Google Chrome prior to 149.0.7827.53 had a vulnerability related to input validation. This vulnerability stemmed from insufficient trust-based input validation in the Dawn component, which could allow remote attackers to exploit...

Google Chrome security vulnerabilities

Google Chrome is a web browser developed by Google Inc. Versions of Google Chrome prior to 149.0.7827.53 contained a security vulnerability. This vulnerability stemmed from the improper initialization of Skia, which could allow remote attackers to exploit the vulnerability through specially craft...

Google Chrome security vulnerabilities

Google Chrome is a web browser developed by Google Inc. Versions of Google Chrome prior to 149.0.7827.53 contained a security vulnerability. This vulnerability stemmed from the incomplete initialization of the Dawn component, which could allow remote attackers to exploit the vulnerability through...

Google Chrome: Input validation error vulnerability

Google Chrome is a web browser developed by Google Inc. Versions of Google Chrome prior to 149.0.7827.53 had a vulnerability related to input validation. This vulnerability originated from improper implementations in WebRTC, and it could allow attackers from privileged network locations to leak...

Google Chrome: Input validation error vulnerability

Google Chrome is a web browser developed by Google Inc. Versions of Google Chrome prior to 149.0.7827.53 had a vulnerability related to input validation. This vulnerability stemmed from improper implementations in the DevTools component, which could allow attackers to trick users into installing...