Pixm Anti Phishing v1.0

Overview

Pixm’s mission is to make the web more trustworthy with artificial intelligence software. Inspired by research in real-time phishing detection and recent trends in deep learning and convolutional networks, Pixm platform is designed to rapidly identify visual branding as it appears on unauthorized login domains.

This technology is designed to discover online social engineering threats (i.e. phishing) in real-time before they hit end-users. Current tools are totally in the dark when encountering new threats, relying on blacklisted URL databases and spam filters. Phishing and related social engineering threats cost the private sector over $5–11B every year. We are introducing a new technology solution to this pressing issue that is designed to make web impersonation obsolete. Pixm – Eliminates the human error In phishing attacks.

Evolution : Concept to Enterprise

Numino Labs has taken Pixm from idea to an enterprise-level in 18 months. Pixm is a large, multi-tenant enterprise software system designed to operate in a corporate environment such as business or government. Pixm is complex, scalable, component-based and distributed. Pixm is a natively cloud supported, build using serverless technologies providing infinite scalability out of the box.

 

Pixm is continuously evolving. We are adding new features, supporting new platforms and expanding to new browsers. Numino labs product delivery team grew from 3 to 12 engineers in the span of 18 months and we are continuously hiring to meet client’s demand for delivery speed and quality. We also leverage our partner’s network to meet clients one-off demands like UI-UX review, Securing Pixm network topography in Azure cloud, supporting Splunk integrations, building and supporting professional dashboards using PowerBI.

 

Numino Lab’s high-performance team of Product Delivery engineers, Product Delivery Leads, Product Architects and Delivery Owners are capable of working with CxO’s of any aspiring software enterprise.

Project Info

Category

Cloud Backend, Web Apps

Client

Pixm

Tags

Product Features

Multi-tenancy
Multi-tenancy

Master and Client-specific DBs

Endpoint protection
Endpoint protection

Desktop, Smartphones, and tablets

Natively cloud-based
Natively cloud-based

Product build ground up in the cloud

Scalable
Scalable

Infinitely scalable Serverless architecture

Seamless Onboarding
Seamless Onboarding

Completely Automated Customer onboarding, processing, and provisioning system

Event handling
Event handling

Function App leveraging service bus(queues) and event hub(event hubs)



Power BI based Dashboards for CISO
Power BI based Dashboards for CISO

Threat intel and License usage, see the screenshot at the end


Review system
Review system

Threat review system workflow among end-users, Customer CISO Admin and Pixm Admin


Email notification system
Email notification system
Splunk Integration<br>
Splunk Integration

Technology Stack

Endpoint agents - Python, MxNet (Machine learning library)
MSI and Pkg installer​
Browser Extension - Javascript for modern browsers & C# for IE
API - Rest APIs using Azure serverless architecture
Portal - React JS
Power BI - Dashboards for showing Analytics
Jira
Databases (SQL, NoSQL (cosmos), Storage accounts) supporting multi-tenancy
Key-vault
Automation accounts for the runbook, jobs, etc
Redis cache
Service Bus, Queue
EventHub
Azure AD SendGrid, EventHub
CI/CD - GoCD
Test Automation - Selenium, Robot framework, Postman and JMeter for API testings
Publishing - Chrome store, Firefox store, and Azure storage account
Silent install using GPO on thousands of machine silently
Agile using JIRA and Documents
Github Actions for CI/CD

Platform browser support

Architecture

Automation (capabilities to exhibit)

Azure Services
(Powershell scripts, VMs, Storage Account) for complex scenario setups involving desktops & agent e2e lifecycle.
JMeter

for API test automation





Selenium

for web UI/extension test automation.




Robot framework & Gherkin

for e2e product automation testing.



Product Screenshots