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About

Silmaril is a self-healing prompt injection defense designed to protect AI systems from increasingly complex, multi-step attacks that traditional guardrails fail to stop. It operates by wrapping inference calls and evaluating whether an execution sequence is leading toward a harmful outcome, rather than simply filtering inputs. It uses a multihead classifier that analyzes user intent, application context, and execution states together, enabling it to detect indirect injection, multi-turn attack chains, context poisoning, and tool abuse before damage occurs. Silmaril continuously strengthens its defenses through autonomous threat hunting agents that probe systems, discover vulnerabilities, and generate synthetic training data from real attack scenarios. These insights are used to retrain the model automatically, deploying updated protections in under an hour and propagating anonymized defenses across all deployments.

About

XBOW is an AI-powered offensive security platform that autonomously discovers, verifies, and exploits vulnerabilities in web applications without human intervention. By executing high-level commands against benchmark descriptions and reviewing outputs it solves a wide array of challenges, from CBC padding oracle and IDOR attacks to remote code execution, blind SQL injection, SSTI bypasses, and cryptographic exploits, achieving success rates up to 75 percent on standard web security benchmarks. Given only general instructions, XBOW orchestrates reconnaissance, exploit development, debugging, and server-side analysis, drawing on public exploits and source code to craft custom proofs-of-concept, validate attack vectors, and generate detailed exploit traces with full audit trails. Its ability to adapt to novel and modified benchmarks demonstrates robust scalability and continuous learning, dramatically accelerating penetration-testing workflows.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

AI developers and organizations building agent-based systems who need real-time, adaptive protection against prompt injection and multi-step AI attacks

Audience

Security engineering and penetration-testing teams interested in a solution to automate and scale web vulnerability discovery and exploit development with AI-driven efficiency

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Simaril
United States
www.silmaril.dev/

Company Information

XBOW
Founded: 2024
United States
xbow.com

Alternatives

Alternatives

AIPTx

AIPTx

IntelligenceX
Operant

Operant

Operant AI
Novee

Novee

Novee Security
Terra

Terra

Terra Security

Categories

AI Security Supported

Categories

AI Pentesting Supported
AI Security Supported

Integrations

Python Supported
Agent Development Kit (ADK) Supported
Claude Supported
Claude Code Supported
Claude Duet Supported
Claude for Legal Supported
CrewAI Supported
GraphQL Not Supported
HTML Not Supported
Java Not Supported
LangChain Supported
OpenAI Supported
OpenClaw Supported
SQL Not Supported
TypeScript Supported
Vercel Supported
XML Not Supported

Integrations

Python Supported
Agent Development Kit (ADK) Not Supported
Claude Not Supported
Claude Code Not Supported
Claude Duet Not Supported
Claude for Legal Not Supported
CrewAI Not Supported
GraphQL Supported
HTML Supported
Java Supported
LangChain Not Supported
OpenAI Not Supported
OpenClaw Not Supported
SQL Supported
TypeScript Not Supported
Vercel Not Supported
XML Supported
Claim Simaril and update features and information
Claim Simaril and update features and information
Claim XBOW and update features and information
Claim XBOW and update features and information