SIR-Bench: Evaluating Investigation Depth in Security Incident Response Agents

We present SIR-Bench, a benchmark of 794 test cases for evaluating autonomous security incident response agents that distinguishes genuine forensic investigation from alert parroting. Derived from 129 anonymized incident patterns with expert-validated ground truth, SIR-Bench measures not only...

PT-2026-32498

Pachno 1.0.6 contains a deserialization vulnerability that allows unauthenticated attackers to execute arbitrary code by injecting malicious serialized objects into cache files. Attackers can write PHP object payloads to world-writable cache files with predictable names in the cache directory,...

PT-2026-32370

Name of the Vulnerable Software and Affected Versions FFmpeg version 8.0.1 Description A heap buffer overflow in the av bprint finalize function allows attackers to cause a Denial of Service DoS via a crafted input. A heap buffer overflow occurs when a program writes more data to a heap-allocated...

DeepGuard Secure Code Generation

Large Language Models LLMs for code generation can replicate insecure patterns from their training data. To mitigate this, a common strategy for security hardening is to fine-tune models using supervision derived from the final transformer layer. However, this design may suffer from a final-layer...

TEMPLATEFUZZ: Fine-Grained Chat Template Fuzzing for Jailbreaking and Red Teaming LLMs

Large Language Models LLMs are increasingly deployed across diverse domains, yet their vulnerability to jailbreak attacks, where adversarial inputs bypass safety mechanisms to elicit harmful outputs, poses significant security risks. While prior work has primarily focused on prompt injection...

EUVD-2018-21768

Adianti Framework 5.5.0 and 5.6.0 contains an SQL injection vulnerability that allows authenticated users to manipulate database queries by injecting SQL code through the name field in SystemProfileForm. Attackers can submit crafted SQL statements in the profile edit endpoint to modify user...

CVE-2018-25257

Adianti Framework 5.5.0 and 5.6.0 contains an SQL injection vulnerability that allows authenticated users to manipulate database queries by injecting SQL code through the name field in SystemProfileForm. Attackers can submit crafted SQL statements in the profile edit endpoint to modify user...

CVE-2018-25257 Adianti Framework 5.5.0 and 5.6.0 SQL Injection via Profile

Adianti Framework 5.5.0 and 5.6.0 contains an SQL injection vulnerability that allows authenticated users to manipulate database queries by injecting SQL code through the name field in SystemProfileForm. Attackers can submit crafted SQL statements in the profile edit endpoint to modify user...

CVE-2018-25257 Adianti Framework 5.5.0 and 5.6.0 SQL Injection via Profile

Adianti Framework 5.5.0 and 5.6.0 contains an SQL injection vulnerability that allows authenticated users to manipulate database queries by injecting SQL code through the name field in SystemProfileForm. Attackers can submit crafted SQL statements in the profile edit endpoint to modify user...

CVE-2018-25257

Adianti Framework 5.5.0 and 5.6.0 contains an SQL injection vulnerability that allows authenticated users to manipulate database queries by injecting SQL code through the name field in SystemProfileForm. Attackers can submit crafted SQL statements in the profile edit endpoint to modify user...

CVE-2018-25257

CVE-2018-25257 – Adianti Framework 5.5.0 and 5.6.0 contains an SQL injection vulnerability. An authenticated user can inject SQL code via the name field in SystemProfileForm's profile edit endpoint to manipulate queries, potentially modifying user credentials and gaining administrative access. Af...

The Complete Vulnerability Management Lifecycle: A 6-Stage Framework for Proactive Security

The National Vulnerability Database adds over 2,000 new CVEs every month. No security team can patch them all, and trying to do so is a fast track to burnout. The organizations that stay ahead of breaches aren't the ones that scan the most. They're the ones that follow a structured, repeatable...

Adianti Framework SQL注入漏洞

Adianti Framework is a framework developed by Adianti for developing PHP applications. Versions 5.5.0 and 5.6.0 of Adianti Framework have SQL injection vulnerabilities. These vulnerabilities stem from insufficient input validation for the name field in the SystemProfileForm, which may lead to SQL...

PT-2026-32177

Adianti Framework 5.5.0 and 5.6.0 contains an SQL injection vulnerability that allows authenticated users to manipulate database queries by injecting SQL code through the name field in SystemProfileForm. Attackers can submit crafted SQL statements in the profile edit endpoint to modify user...

CVE-2026-39408

Hono is a Web application framework that provides support for any JavaScript runtime. Prior to 4.12.12, a path traversal issue in toSSG allows files to be written outside the configured output directory during static site generation. When using dynamic route parameters via ssgParams, specially...

Improper Handling of Highly Compressed Data (Data Amplification)

Overview PraisonAI is a PraisonAI is an AI Agents Framework with Self Reflection. PraisonAI application combines PraisonAI Agents, AutoGen, and CrewAI into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human-agent...

Security Bulletin: Vulnerabilities in hoek, Bouncy Castle Inc, Spring Framework, golang, Apache Commons, semver and Google Guava might affect IBM Storage Defender Copy Data Management

Summary IBM Storage Defender Copy Data Management can be affected by vulnerabilities in hoek, Bouncy Castle Inc, Spring Framework, golang, Apache Commons, semver and Google Guava. Vulnerabilities include allowing a malicious user to modify the prototype of "Object" via proto, causing the addition...

Security Bulletin: XSS Vulnerability in React Router meta()/Meta APIs During SSR, affects watsonx.data

Summary React Router @remix-run/react 1.15.0–2.17.0, react-router 7.0.0–7.8.2 is vulnerable to XSS in meta/Meta APIs when generating script:ld+json tags in Framework Mode. Arbitrary JavaScript could execute during SSR if untrusted content is used. No impact occurs in Declarative Mode BrowserRoute...

CVE-2026-31017

A Server-Side Request Forgery SSRF vulnerability exists in the Print Format functionality of ERPNext v16.0.1 and Frappe Framework v16.1.1, where user-supplied HTML is insufficiently sanitized before being rendered into PDF. When generating PDFs from user-controlled HTML content, the application...

CVE-2026-39416

AIL framework is an open-source platform to collect, crawl, process and analyse unstructured data. Prior to 6.8, a stored cross-site scripting XSS vulnerability was identified in the modal item preview functionality. When item content longer than 800 characters was processed, attacker-controlled...