Debt behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild

AI coding assistants are now widely used in software development. Software developers increasingly integrate AI-generated code into their codebases to improve productivity. Prior studies have shown that AI-generated code may contain code quality issues under controlled settings. However, we still...

ANT-2026-9VJ9JJXQ · junrar · Path Traversal

path-traversal medium GHSA-j273-m5qq-6825 Severity Claude high · Security research firm - · Maintainer medium Discovered by Claude Mythos Preview REPORT The report below was sent to the maintainer and sealed at approval. ANT-2026-9VJ9JJXQ: Arbitrary file write due to backslash path traversal...

ANT-2026-H5T8XKWR · TryGhost/Ghost · sql-injection

sql-injection critical GHSA-w52v-v783-gw97 Severity Claude critical · Security research firm - · Maintainer critical Discovered by Claude Mythos Preview REPORT The report below was sent to the maintainer and sealed at approval. ANT-2026-H5T8XKWR: SQL injection in Content API The Ghost Content API...

GHSA-X27P-5F68-M644 Trino: Iceberg REST catalog static and vended credentials are accessible via query JSON

Summary Iceberg connector REST catalog static credentials access key or vended credentials temporary access key are accessible to users that have write privilege on SQL level. Details Iceberg REST catalog typically needs access to object storage. This access can be configured in multiple differen...

Trino: Iceberg REST catalog static and vended credentials are accessible via query JSON

Summary Iceberg connector REST catalog static credentials access key or vended credentials temporary access key are accessible to users that have write privilege on SQL level. Details Iceberg REST catalog typically needs access to object storage. This access can be configured in multiple differen...

PT-2026-28609

Summary Iceberg connector REST catalog static credentials access key or vended credentials temporary access key are accessible to users that have write privilege on SQL level. Details Iceberg REST catalog typically needs access to object storage. This access can be configured in multiple differen...

penclaw

🦀 PenClaw AI-powered penetration testing CLI. One command...

Finding Memory Leaks in C/C++ Programs Via Neuro-Symbolic Augmented Static Analysis

Memory leaks remain prevalent in real-world C/C++ software. Static analyzers such as CodeQL provide scalable program analysis but frequently miss such bugs because they cannot recognize project-specific custom memory-management functions and lack path-sensitive control-flow modeling. We present...

Synopsys Coverity Connect 安全漏洞

Synopsys Coverity Connect is a web-based platform provided by Synopsys, Inc. It primarily consists of static code analysis tools and dynamic code analysis tools. Synopsys Coverity Connect has security vulnerabilities; one of these vulnerabilities stems from the identity verification logic in the...

OpenBao has Reflected XSS in its OIDC authentication error message

Impact OpenBao installations that have an OIDC/JWT authentication method enabled and a role with callbackmode=direct configured are vulnerable to XSS via the errordescription parameter on the page for a failed authentication. This allows an attacker access to the token used in the Web UI by a...

CVE-2026-32020

OpenClaw versions prior to 2026.2.22 contain a path traversal vulnerability in the static file handler that follows symbolic links, allowing out-of-root file reads. Attackers can place symlinks under the Control UI root directory to bypass directory confinement checks and read arbitrary files...

CVE-2026-3559

Philips Hue Bridge HomeKit Accessory Protocol Static Nonce Authentication Bypass Vulnerability. This vulnerability allows network-adjacent attackers to bypass authentication on affected installations of Philips Hue Bridge. Authentication is not required to exploit this vulnerability. The specific...

CVE-2026-31848

Nexxt Solutions Nebula 300+ firmware through version 12.01.01.37 uses the ecospw cookie for authentication, which contains Base64-encoded credential data combined with a static suffix. Because the encoding is reversible and lacks integrity protection, an attacker can reconstruct or forge a valid...

SUSE CVE-2026-33247

NATS-Server is a High-Performance server for NATS.io, a cloud and edge native messaging system. Prior to versions 2.11.15 and 2.12.6, if a nats-server is run with static credentials for all clients provided via argv the command-line, then those credentials are visible to any user who can see the...

Directory Traversal

Overview Affected versions of this package are vulnerable to Directory Traversal via the fixture process. An attacker can access or overwrite arbitrary files by supplying specially crafted input containing path traversal sequences. Details A Directory Traversal attack also known as path traversal...

Malicious Package

Overview cr-static-shared-components is a malicious package. This package contains malicious code, and its content was removed from the official package manager. While this package might be attempting to impersonate a valid organization, there is no connection between that organization and this...

Beyond Content Safety: Real-Time Monitoring for Reasoning Vulnerabilities in Large Language Models

Large language models LLMs increasingly rely on explicit chain-of-thought CoT reasoning to solve complex tasks, yet the safety of the reasoning process itself remains largely unaddressed. Existing work on LLM safety focuses on content safety--detecting harmful, biased, or factually incorrect...

CVE-2026-33247

A flaw was found in NATS-Server. If the NATS-Server is configured with static credentials provided through command-line arguments argv and the monitoring port is enabled, a remote attacker with access to the monitoring port can view these credentials. The /debug/vars endpoint on the monitoring po...

CVE-2026-33247

NATS-Server is a High-Performance server for NATS.io, a cloud and edge native messaging system. Prior to versions 2.11.15 and 2.12.6, if a nats-server is run with static credentials for all clients provided via argv the command-line, then those credentials are visible to any user who can see the...

CVE-2026-33247

NATS-Server is a High-Performance server for NATS.io, a cloud and edge native messaging system. Prior to versions 2.11.15 and 2.12.6, if a nats-server is run with static credentials for all clients provided via argv the command-line, then those credentials are visible to any user who can see the...