Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents

With the widespread application of LLM-based agents across various domains, their complexity has introduced new security threats. Existing red-team methods mostly rely on modifying user prompts, which lack adaptability to new data and may impact the agent's performance. To address the challenge,...

Towards the Development of an LLM-Based Methodology for Automated Security Profiling in Compliance with Ukrainian Cybersecurity Regulations

In recent years, the pace of development of information technology in various areas has increased drastically, forcing cybersecurity specialists to constantly review existing processes in order to prevent unauthorized access to confidential information. Using Ukraine as a primary case study, this...

Google Go 安全漏洞

Google Go is a static, strongly typed, compiled, concurrent programming language with garbage collection features from the American company Google. There is a security vulnerability in Google Go, which stems from memory security issues...

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing

The rapid advancement of Large Language Models LLMs has created new opportunities for Automated Penetration Testing AutoPT, spawning numerous frameworks aimed at achieving end-to-end autonomous attacks. However, despite the proliferation of related studies, existing research generally lacks...

PT-2026-30945

ChurchCRM is an open-source church management system. Prior to 7.1.0, a critical SQL injection vulnerability exists in ChurchCRM's PropertyTypeEditor.php where the Name and Description POST parameters are sanitized only with strip tags before direct concatenation into SQL queries. This allows...

Your LLM Agent Can Leak Your Data: Data Exfiltration Via Backdoored Tool Use

Tool-use large language model LLM agents are increasingly deployed to support sensitive workflows, relying on tool calls for retrieval, external API access, and session memory management. While prior research has examined various threats, the risk of systematic data exfiltration by backdoored...

MA-IDS: Multi-Agent RAG Framework for IoT Network Intrusion Detection with an Experience Library

Network Intrusion Detection Systems NIDS face important limitations. Signature-based methods are effective for known attack patterns, but they struggle to detect zero-day attacks and often miss modified variants of previously known attacks, while many machine learning approaches offer limited...

runZero Platform 安全漏洞

runZero Platform is an asset discovery and attack surface management platform developed by the US company runZero. There is a security vulnerability in the version 4.0.260123.0 of runZero Platform, which stems from improper handling of special elements related to query storage. This vulnerability...

PT-2026-30798

The SQL Chart Builder WordPress plugin before 2.3.8 does not properly escape user input as it is concatened to SQL queries, making it possible for attackers to conduct SQL Injection attacks against the dynamic filter functionality...

PT-2026-30910

Name of the Vulnerable Software and Affected Versions Addressable versions 2.3.0 through 2.8.9 Description Addressable, an alternative URI implementation for Ruby, contains a flaw in its URI template implementation. Templates utilizing the '' explode modifier with any expansion operator e.g., foo...

CVE-2026-35471

goshs (Go SimpleHTTPServer) contains a path-traversal vulnerability in tdeleteFile() where a missing return after the traversal check allowed deletion of files outside the webroot. This is fixed in version 2.0.0-beta.3; upgrading to 2.0.0-beta.3 or newer is recommended. OpenSUSE and Red Hat advis...

CVE-2026-35441

Directus is a real-time API and App dashboard for managing SQL database content. Prior to 11.17.0, Directus' GraphQL endpoints /graphql and /graphql/system did not deduplicate resolver invocations within a single request. An authenticated user could exploit GraphQL aliasing to repeat an expensive...

EUVD-2026-19466

A flaw has been found in itsourcecode sanitize or validate this input 1.0. This impacts an unknown function of the file /borrowedequip.php of the component Parameter Handler. This manipulation of the argument empid causes sql injection. The attack is possible to be carried out remotely. The explo...

EUVD-2026-19434

A vulnerability was identified in Totolink A8000R 5.9c.681B20180413. This issue affects the function setLanguageCfg of the file /cgi-bin/cstecgi.cgi. Such manipulation of the argument langType leads to missing authentication. The attack can be launched remotely. The exploit is publicly available...

CVE-2026-35393

CVE-2026-35393 affects goshs (Go-based SimpleHTTPServer). The issue is a path traversal in the POST multipart upload handling: the code uses req.URL.Path to build the target path without proper sanitization, allowing an attacker to craft a URL that escapes the webroot and open the door to unauthe...

CVE-2026-35392 goshs has an Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal') in goshs PUT Upload

goshs is a SimpleHTTPServer written in Go. Prior to 2.0.0-beta.3, PUT upload in httpserver/updown.go has no path sanitization. This vulnerability is fixed in 2.0.0-beta.3...

UBUNTU-CVE-2026-35201

Discount is an implementation of John Gruber's Markdown markup language in C. From 1.3.1.1 to before 2.2.7.4, a signed length truncation bug causes an out-of-bounds read in the default Markdown parse path. Inputs larger than INTMAX are truncated to a signed int before entering the native parser,...

CVE-2026-35201

Discount is an implementation of John Gruber's Markdown markup language in C. From 1.3.1.1 to before 2.2.7.4, a signed length truncation bug causes an out-of-bounds read in the default Markdown parse path. Inputs larger than INTMAX are truncated to a signed int before entering the native parser,...

CVE-2026-5676

A vulnerability was identified in Totolink A8000R 5.9c.681B20180413. This issue affects the function setLanguageCfg of the file /cgi-bin/cstecgi.cgi. Such manipulation of the argument langType leads to missing authentication. The attack can be launched remotely. The exploit is publicly available...

CVE-2026-5681

A flaw has been found in itsourcecode sanitize or validate this input 1.0. This impacts an unknown function of the file /borrowedequip.php of the component Parameter Handler. This manipulation of the argument empid causes sql injection. The attack is possible to be carried out remotely. The explo...