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    <title>Forem: KOPPATI LIKHITHA NAGA SRI</title>
    <description>The latest articles on Forem by KOPPATI LIKHITHA NAGA SRI (@likhithanagasri).</description>
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      <title>Forem: KOPPATI LIKHITHA NAGA SRI</title>
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      <title>SecureScript-AI System</title>
      <dc:creator>KOPPATI LIKHITHA NAGA SRI</dc:creator>
      <pubDate>Sun, 14 Dec 2025 15:41:48 +0000</pubDate>
      <link>https://forem.com/likhithanagasri/securescript-ai-system-56fk</link>
      <guid>https://forem.com/likhithanagasri/securescript-ai-system-56fk</guid>
      <description>&lt;p&gt;&lt;strong&gt;Problem Statement&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;In today’s digital environment, confidential documents are often shared, stored, and accessed across multiple platforms—making them vulnerable to breaches, unauthorized access, and identity misuse.&lt;br&gt;
Traditional security methods such as password-protected PDFs or basic encryption fall short because they lack multi-factor verification, don’t ensure document origin, and don’t prevent key theft.&lt;br&gt;
There is an urgent need for an intelligent, automated, and end-to-end secure workflow that protects sensitive information from creation to access.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Why Agents?&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Agents are the ideal solution because this workflow requires multiple intelligent components working together sequentially and autonomously:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;A Document Generation Agent to create content with AI&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;An Encryption Agent to secure files using AES&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;A Steganography Agent to hide keys safely&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;A Biometric Verification Agent for face and voice authentication&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;A Security Orchestration Agent to coordinate OTP checks, decryption, and user access&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;These agents operate like a team — each handling a specialized task, communicating through context, and ensuring that the entire document lifecycle remains secure, automated, and tamper-proof.&lt;br&gt;
This modular, multi-agent approach makes the system scalable, intelligent, and enterprise-ready.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What I Created (&lt;em&gt;Architecture Overview&lt;/em&gt;)&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;SecureScript-AI System is an end-to-end secure document workflow agent consisting of:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;AI Document Generator&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Uses LLM to create text or images from user prompts.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;AES-128 Encryption Agent&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Encrypts documents into unreadable ciphertext.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Steganography Agent&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Hides encryption keys inside clean or AI-generated images.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Biometric Verification Agent&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Performs Face Recognition and Voice Authentication before granting access.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;OTP Validation Module&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Adds an extra layer of multi-factor authentication.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Decryption and Access Agent&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Extracts keys and securely restores the original document.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Orchestration Layer (Streamlit Frontend)&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Ties all modules together in a seamless enterprise workflow.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;em&gt;The result:&lt;/em&gt;&lt;br&gt;
A secure, automated, AI-powered pipeline handling document creation, encryption, identity verification, and safe access.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Demo&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;AI document generation&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Real-time AES encryption process&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Steganography dashboard for hiding/retrieving keys&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Face verification step&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Voice authentication check&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;OTP validation&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Final decryption and document access&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The demo shows the entire document lifecycle — from generation to secure retrieval — in a clean, interactive Streamlit interface.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The Build (&lt;em&gt;Tools &amp;amp; Technologies Used&lt;/em&gt;)&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Programming &amp;amp; Frameworks&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Python&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Streamlit for UI&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;OpenCV for face recognition&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Speech recognition for voice authentication&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Security &amp;amp; Cryptography&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;AES-128 (Cryptography library)&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Steganography (LSB-based techniques)&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;OTP Integration&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;AI Models&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;LLMs for text/image generation&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Face embedding models&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Voice biometric analysis&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Architecture Components&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Multi-agent workflow&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Session management&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Stateful encryption/decryption pipeline&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Context-based agent communication&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Each component acts as an autonomous agent, working together to ensure enterprise-level security.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Overview&lt;/strong&gt;&lt;br&gt;
&lt;em&gt;Home Page&lt;/em&gt;&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmur8wr9wc7dnpnle4jfv.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmur8wr9wc7dnpnle4jfv.png" alt=" " width="800" height="449"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Document Generation&lt;/em&gt;&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2gy675obcn2p2k66z7cd.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2gy675obcn2p2k66z7cd.png" alt=" " width="800" height="449"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Document Encryption&lt;/em&gt;&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F87tdggwtqfcyheff3dfb.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F87tdggwtqfcyheff3dfb.png" alt=" " width="800" height="449"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Key Generation&lt;/em&gt;&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9l0p3o6tr2mpz7u4221o.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9l0p3o6tr2mpz7u4221o.png" alt=" " width="800" height="449"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Document Decryption&lt;/em&gt;&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F60pgxaq5n2rqd1rby8ya.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F60pgxaq5n2rqd1rby8ya.png" alt=" " width="800" height="449"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Explanation&lt;/strong&gt;&lt;br&gt;
&lt;em&gt;Kaggle:&lt;/em&gt;[&lt;a href="https://kaggle.com/competitions/agents-intensive-capstone-project/writeups/securescript-ai-system" rel="noopener noreferrer"&gt;https://kaggle.com/competitions/agents-intensive-capstone-project/writeups/securescript-ai-system&lt;/a&gt;]&lt;/p&gt;

&lt;p&gt;&lt;em&gt;GitHub:&lt;/em&gt;[&lt;a href="https://github.com/likhithanagasri/Secure-Script-Al-System" rel="noopener noreferrer"&gt;https://github.com/likhithanagasri/Secure-Script-Al-System&lt;/a&gt;]&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Video Explanation&lt;/strong&gt;&lt;br&gt;
&lt;em&gt;YouTube Link:&lt;/em&gt; [&lt;a href="https://www.youtube.com/watch?v=C6bnkHTBq7I" rel="noopener noreferrer"&gt;https://www.youtube.com/watch?v=C6bnkHTBq7I&lt;/a&gt;]&lt;/p&gt;

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