Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
CyberSiARA - Invisible AI-Driven Bot Protection
CyberSiARA is a next-generation cybersecurity solution designed to protect businesses from automated fraud, fake sign-ups, credential stuffing, and sophisticated AI-driven bot attacks. Unlike traditional CAPTCHA-based systems that frustrate real users and are easily bypassed by bots, CyberSiARA provides frictionless, AI-powered protection that works silently in the background.
Show the rest of the publisher’s description (17 more lines)
Our platform combines two powerful layers of defense:
- Adaptive AI Scoring Engine - Continuously monitors and evaluates user behavior in real-time, assigning a dynamic score that indicates whether the activity is human or bot. This adaptive approach ensures legitimate users are not permanently flagged and reduces false positives.
- Trans-Saccadic Memory Challenge - A groundbreaking human-verification technology inspired by human eye micro-movements. The challenge is visible to humans but imperceptible to bots, ensuring accurate detection while maintaining a seamless user experience.
Key Features:
Frictionless Security: Invisible to real users, eliminating abandoned sessions caused by CAPTCHA or complex authentication steps.
AI-Driven Protection: Defends against advanced bots that can mimic human behavior, including AI and ML powered attacks.
Cloud-Native SaaS: Delivered via API and easily scalable to meet enterprise demands.
Mobile & Web Integration: Protects web forms, login portals, SDKs, and mobile application APIs.
Adaptive Scoring: Continuously learns and adjusts to evolving threats, reducing both false positives and false negatives.
Enterprise-Grade Performance: Built for global businesses with high traffic volumes, offering low-latency protection at scale.
Benefits:
Increase Conversion Rates: Stop losing genuine customers due to CAPTCHA or false bot detection.
Reduce Fraud & Abuse: Prevent automated account creation, fake subscriptions, and credential-based attacks.
Lower Cyber Insurance Premiums: Demonstrate advanced bot protection to insurers and reduce overall risk costs.
Rapid Deployment: Simple API/SDK integration allows you to get started in hours, not weeks.
Why CyberSiARA?
Most competitors rely on rigid rules or outdated CAPTCHA models that bots can bypass with ease. CyberSiARA uses AI-driven dynamic defense combined with our proprietary Trans-Saccadic Memory challenge to ensure bulletproof security without user friction. By protecting both web and mobile environments, we give businesses confidence that their digital channels are safe, scalable, and customer-friendly.
Highlights
Highlighted by the publisher on AWS Marketplace.
Frictionless, Human-Friendly Security CyberSiARA eliminates CAPTCHAs and intrusive verification. Our invisible, AI-powered protection ensures genuine users enjoy a seamless experience, while bots are identified and blocked instantly without disruption.
Adaptive AI & Zero Trust Scoring Built on Zero Trust principles, CyberSiARA continuously verifies every interaction. Our AI-driven scoring engine adapts in real time, detecting evolving threats, minimizing false positives, and ensuring only trusted activity is allowed.
Trans-Saccadic Memory Challenge A breakthrough human-verification method inspired by natural eye micro-movements. Effortless for humans but impossible for bots, this challenge delivers bulletproof protection across web, API, and mobile environments.
Agent build and provenance
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The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Plans and pricing as listed
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Refund terms
As stated by the publisher on AWS Marketplace.
CyberSiARA is delivered as a subscription-based SaaS product. Due to the nature of the service, we do not offer refunds once a subscription or usage period has started, as resources are provisioned and costs incurred immediately.
Sources
Linked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.

