Surgical Repair of Insecure Code Generation in LLMs

Large language models write production code, and yet they routinely introduce well-known vulnerabilities. We show that this is not a knowledge deficit: the same models that generate insecure code, correctly identify and explain the vulnerability when asked directly, this is a gap we call the...

Libexif Module Unauthorized Access

The vulnerability of the Fuji and Olympus modules in the Libexif library for grammatical analysis of EXIF files is related to a numerical overflow condition. Exploiting this vulnerability could allow an intruder to gain unauthorized access to protected information or cause service failures...

Unity Linux 20.1050e / 20.1060e / 20.1070e Security Update: kernel (UTSA-2026-007471)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-007471 advisory. In the Linux kernel, the following vulnerability has been resolved: xen/privcmd: Fix a possible warning in privcmdioctlmmapresource As 'kdata.num' is user-controlled...

Time-of-check Time-of-use (TOCTOU) Race Condition

Overview openclaw is a 🦞 OpenClaw — Personal AI Assistant Affected versions of this package are vulnerable to Time-of-check Time-of-use TOCTOU Race Condition via the validateScriptFileForShellBleed function. An attacker can cause the preflight analysis to inspect a different file than the one tha...

MAL-2026-2817 Malicious code in lightweight-charts-4.1 (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 1f7a7bcf5678b42c2da20ad8e444066092ac3a9c17a6c8867a034717d1d8c344 The package lightweight-charts-4.1 was found to contain malicious code. Source: ossf-package-analysis...

Malicious code in lightweight-charts-4.1 (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 1f7a7bcf5678b42c2da20ad8e444066092ac3a9c17a6c8867a034717d1d8c344 The package lightweight-charts-4.1 was found to contain malicious code. Source: ossf-package-analysis...

Important: Red Hat Security Advisory: General availability of the satellite/iop-remediations-rhel9 container image

A new satellite/iop-remediations-rhel9 container image is now generally available in the Red Hat container registry. Red Hat Lightspeed in Satellite analyzes system health and configuration by applying predefined rules to a small set of local data, such as installed packages, running services, an...

OpenAI Launches GPT-5.4-Cyber to Boost Defensive Cybersecurity

OpenAI unveils GPT-5.4-Cyber, a cybersecurity-focused model built to help defenders analyze malware and fix software bugs. The company is also expanding its Trusted Access for Cyber TAC program to thousands of verified experts...

CVE-2025-69893

A side-channel vulnerability exists in the implementation of BIP-39 mnemonic processing, as observed in Trezor One v1.13.0 to v1.14.0, Trezor T v1.13.0 to v1.14.0, and Trezor Safe v1.13.0 to v1.14.0 hardware wallets. This originates from the BIP-39 standard guidelines, which induce non-constant...

Malicious code in conventional-changelog-dash (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 881ccc3d6c947645ee3866499931db298b0f2f7ac4a3d41dd9acf806d4e6d702 The package conventional-changelog-dash was found to contain malicious code. Source: ossf-package-analysis...

MAL-2026-2700 Malicious code in conventional-changelog-dash (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 881ccc3d6c947645ee3866499931db298b0f2f7ac4a3d41dd9acf806d4e6d702 The package conventional-changelog-dash was found to contain malicious code. Source: ossf-package-analysis...

PySpector has a Plugin Code Execution Bypass via Incomplete Static Analysis in PluginSecurity.validate_plugin_code

Summary The plugin security validator in PySpector uses AST-based static analysis to prevent dangerous code from being loaded as plugins. The blocklist implemented in PluginSecurity.validateplugincode is incomplete and can be bypassed using several Python constructs that are not checked. An...

PT-2026-35212

Summary The plugin security validator in PySpector uses AST-based static analysis to prevent dangerous code from being loaded as plugins. The blocklist implemented in PluginSecurity.validate plugin code is incomplete and can be bypassed using several Python constructs that are not checked. An...

NFTDELTA: Detecting Permission Control Vulnerabilities in NFT Contracts through Multi-View Learning

Permission control vulnerabilities in Non-fungible token NFT contracts can result in significant financial losses, as attackers may exploit these weaknesses to gain unauthorized access or circumvent critical permission checks. In this paper, we propose NFTDELTA, a framework that leverages static...

PT-2026-34599

Name of the Vulnerable Software and Affected Versions PySpector versions prior to 0.1.8 Description The plugin security validator uses AST-based static analysis to prevent dangerous code from being loaded as plugins. The blocklist implemented in the validate plugin code function is incomplete and...

MAL-2026-2685 Malicious code in react-dom-19 (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 1e6b5a54efd0bd62412ae002a01495b83a035014f59692e4e942aeaf9fd70d0d The package react-dom-19 was found to contain malicious code. Source: ossf-package-analysis...

Malicious code in @veygo/component-library (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector e933eb47618798a0095c7459f32af061415b1c38283dae151ae916e4cb5e4bce The package @veygo/component-library was found to contain malicious code. Source: ossf-package-analysis...

RealVuln: Benchmarking Rule-Based, General-Purpose LLM, and Security-Specialized Scanners on Real-World Code

How do security scanners perform on real-world code? We present RealVuln, the first open-source benchmark comparing Rule-Based SAST, General-Purpose LLMs, and Security-Specialized scanners on 26 intentionally vulnerable Python repositories educational and Capture-The-Flag applications with 796...

AndroScanner: Automated Backend Vulnerability Detection for Android Applications

Mobile applications rely on complex backends that introduce significant security risks, yet developers often lack the tools to assess these risks effectively. This paper presents AndroScanner, an automated pipeline for detecting vulnerabilities in Android application backends through combined...

Pyroscope security vulnerabilities

Pyroscope is an open-source continuous performance analysis platform developed by Grafana. Vulnerabilities exist in versions prior to Pyroscope 1.15.2, 1.16.1, and 1.17.0. These vulnerabilities stem from improper configuration, potentially allowing attackers to extract the secretkey configuration...