PT-2026-33519

FastGPT is an AI Agent building platform. In versions prior to 4.14.9.5, the password-based login endpoint uses TypeScript type assertion without runtime validation, allowing an unauthenticated attacker to pass a MongoDB query operator object e.g., "$ne": "" as the password field. This NoSQL...

FastGPT 安全漏洞

FastGPT is an open-source knowledge base question-answering system based on large language models developed by Labring. Versions of FastGPT prior to 4.14.9.5 contained a security vulnerability. This vulnerability stemmed from the use of TypeScript type assertions in password-based login endpoints...

PoC-Adapt: Semantic-Aware Automated Vulnerability Reproduction with LLM Multi-Agents and Reinforcement Learning-Driven Adaptive Policy

While recent approaches leverage large language models LLMs and multi-agent pipelines to automatically generate proof-of-concept PoC exploits from vulnerability reports, existing systems often suffer from two fundamental limitations: unreliable validation based on surface-level execution signals...

The New Era of Application Security: Reasoning-Based Agents, Runtime Reality, and Risk Intelligence

Key Takeaways AI reasoning systems improve vulnerability detection in source code, but do not address the full spectrum of application security risk. Modern application security must account for APIs, runtime environments, and externally exposed assets beyond the source repository. Continuous...

Exploit for CVE-2026-25126

CVE-2026-25126: PolarLearn Vote Count Manipulation Research...

CVE-2026-25126 PolarLearn's unvalidated vote direction allows vote count manipulation

PolarLearn is a free and open-source learning program. Prior to version 0-PRERELEASE-15, the vote API route POST /api/v1/forum/vote trusts the JSON body’s direction value without runtime validation. TypeScript types are not enforced at runtime, so an attacker can send arbitrary strings e.g., "x" ...

PolarLearn input validation vulnerability

PolarLearn is an online learning platform developed by PolarNL as open source. Versions of PolarLearn prior to 0-PRERELEASE-15 contained a vulnerability related to input validation. This vulnerability stemmed from the lack of runtime validation, which could allow for bypassing intended business...

PT-2026-5369

Name of the Vulnerable Software and Affected Versions PolarLearn versions prior to 0-PRERELEASE-15 Description PolarLearn is a free and open-source learning program. The POST /api/v1/forum/vote API route trusts the direction value within the JSON body without runtime validation. TypeScript types...

PATCHEVAL: A New Benchmark for Evaluating LLMs on Patching Real-World Vulnerabilities

Software vulnerabilities are increasing at an alarming rate. However, manual patching is both time-consuming and resource-intensive, while existing automated vulnerability repair AVR techniques remain limited in effectiveness. Recent advances in large language models LLMs have opened a new paradi...

EUVD-2025-7225

Malicious code in bioql PyPI...

The API Battleground: Why APIs are the new frontline—and how to stop the stealthiest attacks

APIs used to be the quiet backstage crew that made apps feel magical. Now attackers have learned the script — they walk onstage, deliver perfectly polite lines, and walk off with the props. In H1 2025 Imperva observed 40,000+ API incidents across 4,000+ monitored environments , including an...

GHSA-CG8R-JWG7-R2X4 CosmWasm Allows Bypass of Capability Restrictions in Blockchains

An issue in CosmWasm prior to v2.2.0 allows attackers to bypass capability restrictions in blockchains by exploiting a lack of runtime capability validation. This allows attackers to deploy a contract without capability enforcement, and execute unauthorized actions on the blockchain...

CVE-2025-25500

An issue in CosmWasm prior to v2.2.0 allows attackers to bypass capability restrictions in blockchains by exploiting a lack of runtime capability validation. This allows attackers to deploy a contract without capability enforcement, and execute unauthorized actions on the blockchain...

CosmWasm 安全漏洞

CosmWasm is a CosmWasm open source framework for building smart contracts in Wasm for the Cosmos SDK. A security vulnerability exists in CosmWasm versions prior to v2.2.0, which stems from a lack of runtime capability validation, and allows an attacker to deploy contracts and perform unauthorized...

CVE-2020-27151

An issue was discovered in Kata Containers through 1.11.3 and 2.x through 2.0-rc1. The runtime will execute binaries given using annotations without any kind of validation. Someone who is granted access rights to a cluster will be able to have kata-runtime execute arbitrary binaries as root on th...

[DLA 20-1] munin security update

Package : munin Version : 1.4.5-3+deb6u1 CVE ID : CVE-2012-3512 CVE-2013-6048 CVE-2013-6359 Christoph Biedl munin-node: more secure state file handling, introducing a new plugin state directory root, owned by uid 0. Then each plugin runs in its own UID plugin state directory, owned by that UID...