CVE-2026-16741

Improper neutralization of special elements used in an OS command 'OS command injection' vulnerability in TR7 Cyber ​​Defense Inc. TR7 ASP on virtual appliance and TR7 Cyber ​​Defense Inc. TR7 ASP on physical appliance allows OS Command Injection. This issue affects TR7 ASP: from 1.0.40.236 befor...

PT-2026-114191

Name of the Vulnerable Software and Affected Versions TR7 ASP versions 1.0.40.236 through 1.0.1554.2330 TR7 ASP versions 1.6.42.239 through 1.6.1554.2330 Description An OS command injection flaw exists in TR7 Cyber Defense Inc. TR7 ASP on both virtual and physical appliances. This issue occurs du...

IntelligentProcessLifecycle

IntelligentProcessLifecycle The Intelligent Process Lifecycle of Active Cyber Defenders Description This github hosts the poster related files of false positive and error categories in security operation services. The goal is to define an open source reporting standard for Security Operation Cent...

Bounded Reasoning: Cognitive Hierarchy in Human-Versus-AI Cyber Defense

Human-agent evaluations often compress interaction into a single performance score, even when human and automated policies adapt differently over time. We study this in a sequential cyber-defense game on an attack graph, where a human or reinforcement-learning defender protects cloud assets again...

Towards Hierarchical Cyber Defense with Large Language Models: From Planning to Execution

An autonomous cyber defender trained with reinforcement learning RL is typically tied to the network on which it was trained, limiting its ability to generalize as network scale changes. Hierarchical RL reduces decision complexity by separating strategic targeting from tactical execution, but it...

Toward Responsible AI-Augmented Cyber Defense: Pattern Recognition, Defense-In-Depth, and the Case for Human-AI Collaboration

Cybersecurity literature has extensively documented the operational benefits of artificial intelligence AI for threat detection, incident response, and prevention, while raising qualitative concerns about over-automation, algorithmic bias, and analyst-skill erosion. What remains largely absent is...

BlueSTAR: Tiered Agentic Architecture for Autonomous Cyber Defense

Cyber attacks are increasingly automated, narrowing the time available for human analysts to detect, reason about, and respond to intrusions. Large language models LLMs offer a promising foundation for autonomous cyber defense because they can correlate heterogeneous evidence and reason about...

Why the Open Secure AI Alliance Matters: Open Frontier Models, Open Deployment Flexibility

TrendAI joins Nvidia as an inaugural partner in the Open Secure AI Alliance, advancing open models, harnesses, and research to strengthen cyber defense...

CVE-2026-4772 Stored XSS in TR7's WAF-ASP

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. WAF-ASP allows Stored XSS. This issue affects WAF-ASP: from v1.0.324.900 before v1.4.0.117...

CVE-2026-4772 Stored XSS in TR7's WAF-ASP

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. WAF-ASP allows Stored XSS. This issue affects WAF-ASP: from v1.0.324.900 before v1.4.0.117...

CVE-2026-4772

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. WAF-ASP allows Stored XSS. This issue affects WAF-ASP: from v1.0.324.900 before v1.4.0.117...

EUVD-2026-41370

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. WAF-ASP allows Stored XSS. This issue affects WAF-ASP: from v1.0.324.900 before v1.4.0.117...

CVE-2026-4770 DOM-Based XSS in TR7's WAF-ASP

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. Web Application Firewall allows DOM-Based XSS. This issue affects Web Application Firewall: from v1.0.42.239 before v1.4.0.117...

EUVD-2026-41369

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. Web Application Firewall allows DOM-Based XSS. This issue affects Web Application Firewall: from v1.0.42.239 before v1.4.0.117...

CVE-2026-4770

The CVE-2026-4770 entry concerns TR7 Cyber Defense Inc. Web Application Firewall (WAF). The affected component is the Web Application Firewall, with versions from 1.0.42.239 up to, but not including, 1.4.0.117. The vulnerability is a DOM-Based Cross-Site Scripting (XSS) issue arising from imprope...

PT-2026-55203

Missing authentication for critical function vulnerability in TR7 Cyber ​​Defense Inc. WAF-ASP allows Authentication Abuse. This issue affects WAF-ASP: from v1.0.324.900 before v1.4.0.117...

PT-2026-55196

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. Web Application Firewall allows DOM-Based XSS. This issue affects Web Application Firewall: from v1.0.42.239 before v1.4.0.117...

CVE-2026-4772: Improper Neutralization of Input During Web Page Generation

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. WAF-ASP allows Stored XSS. This issue affects WAF-ASP: from v1.0.324.900 before v1.4.0.117...

CVE-2026-4770: Improper Neutralization of Input During Web Page Generation

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in TR7 Cyber ​​Defense Inc. Web Application Firewall allows DOM-Based XSS. This issue affects Web Application Firewall: from v1.0.42.239 before v1.4.0.117...

CVE-2026-4767: Missing Authentication for Critical Function

Missing authentication for critical function vulnerability in TR7 Cyber ​​Defense Inc. WAF-ASP allows Authentication Abuse. This issue affects WAF-ASP: from v1.0.324.900 before v1.4.0.117...