Email Toxicity Buster

What is the probable solution?

• Spammers (or attackers to be precise), exploit publicly exposed data and leaked databases to target users and harvest email addresses from social media platforms
• They guess corporate email ID formats such as Firstname.Lastname or Firstname_Lastname, until messages don’t bounce, with Firstname.Lastname being the most common
• Transform standard email formats into cryptic IDs by scrambling first and last names to disrupt predictable targeting patterns
• Implement an AI-powered detection system, using machine learning to identify and eliminate toxic emails proactively
• Prevent malicious content from reaching staff inboxes, boosting security and preserving productivity through early intervention

We have broken the solution in two phases.

1. Phase 1: Pattern Disruption Engine
2. Phase 2: AI-Driven Toxicity Detection and Incineration Engine

Cons

• Cryptic email IDs, while enhancing security, may reduce memorability and require additional assistance
• Intelligent autocomplete functionality will be essential within corporate email clients to streamline recipient selection and maintain efficiency
• Despite internal safeguards, external data leaks from third-party services and vendors remain a residual exposure risk that must be actively mitigated

Watch this tutorial video to learn how to use the utility and apply its built-in formulae effectively

Functional Flow: AI-Driven Email Obfuscation & Toxicity Elimination

Phase 2 transitions from a macro-enabled Excel utility to a robust, AI-powered web application, focused on automated identity obfuscation and intelligent toxicity elimination.

Designed for system administrators, the new interface will allow direct generation and management of cryptic email identifiers via a secure online dashboard. Each user will be assigned two distinct IDs to balance operational clarity with uncompromised security:

• The Public Facing Email Alias: A human-readable email address, serving as an externally visible identifier. This alias does not correspond to a physical mailbox but redirects seamlessly to the actual internal inbox through the Email Honeypot Server for scrutiny of the email message.
• The Actual Email ID:A system-generated cryptic address, mapped to the user’s secure mailbox. This ID remains undiscoverable from outside the organization, preventing unsolicited inbound communication and unauthorized targeting.

Inbound Email Processing Sequence

1. External Delivery Attempt: An external sender initiates an email to a corporate user’s public-facing alias, a human-readable address that serves only as a redirect and does not correspond to a physical mailbox.
2. Firewall & Proxy Server Interception: The corporate firewall forwards the email to the secure proxy gateway, also referred to as the Email Honeypot, where structured inspection begins.

Layered Processing Pipeline Within the Proxy Server

1. Alias Mapper: Maps the incoming public alias to the user’s actual cryptic email ID, ensuring accurate routing without exposing internal address patterns.
2. AI-Based Toxicity Detector: Performs a multi-tier scan to assess the safety level of the email, categorizing it as:
   • Safe
   • Moderately Safe
   • Toxic

Detection Stages

Stage 1: Sender Reputation Assessment

• Validates the sender’s address and origin IP against global spammer intelligence databases.
• Emails flagged in this stage are routed directly to the Toxin Incinerator.
  

Stage 2: Content Integrity Check

• Analyzes the body for phishing traits, malicious links, and inappropriate language.
• Failed messages are diverted to the Incinerator to prevent exposure.

Stage 3: Attachment Screening

Uses corporate malware detection tools followed by Toxin Detector’s AI engine to scan for threats including:

• Malicious scripts (e.g., XSS payloads)
• Objectionable media
• Embedded links or executable content

Toxin Incinerator (Forensic Quarantine Module)

• Segregates and contains all emails classified as toxic or suspect.
• Removes all attachments and hyperlinks to prevent accidental interaction, even by investigators.
• Only moderately safe emails retain links and attachments and are available for deeper inspection.
• Access is restricted to the security incident response team via a controlled interface.

Final Mail Delivery

• Emails classified as safe are routed to the user’s actual cryptic mailbox, securely identified during the alias mapping stage.
• Toxic emails never reach the end user and are siloed for forensic review only.

Phase 2 is ready to begin, and I am looking for visionary co-founders, who are passionate about privacy-first innovation, and digital identity protection. The high-level concept blue-print, which I have illustrated above, is intuitive and thoughtfully structured. Now it is time to build.

If you’re a technologist, strategist, or product builder eager to make a meaningful impact, let’s connect. Together we will shape the future of secure communication and transform this vision into a scalable, real-world solution.

These are the SMEs, whom I am seeking as co-founders.

Note: These are not salaried jobs but invitation for business partnership and will need investment in future during the realisation of the product and company formation.