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title: Adverse - Automated Open-Source Intelligence System for Digital Identity Verification and Cyber Surveillance
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description: Adverse is an advanced open-source intelligence (OSINT) and facial recognition system designed to aggregate, analyze, and verify publicly available digital information
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img: /assets/img/adverse.png
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original_base_url: "dhruvashaw.in"
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original_base_url: "thecreativenet.in"
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category: defence
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giscus_comments: true
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importance: 1
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{% include figure.liquid loading="eager" path="assets/img/adverse.png" class="img-fluid rounded z-depth-1" %}
### *for Digital Identity Verification and Cyber Surveillance*
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**Adverse** is a state-of-the-art intelligence software designed for **advanced surveillance and open-source intelligence (OSINT) gathering**. Inspired by Netflix series _The Night Agent_, it empowers users to **track digital footprints across social media platforms**, **scan publicly available internet data**, and **access open CCTV networks in over 80 countries** using just a **name and image**.
A key highlight of **Adverse** is its **powerful face comparison technology**, which enables users to **analyze and match faces from downloaded images** with high accuracy. This feature allows for**precise identity verification**, making it an invaluable tool for **law enforcement, cybersecurity experts, and intelligence agencies** involved in **criminal investigations, missing person searches, and security threat assessments**.
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**Adverse** is a state-of-the-art intelligence software designed for **advanced surveillance and open-source intelligence (OSINT) gathering**. Inspired by Netflix series *The Night Agent*, it empowers intelligence professionals to**track digital footprints across social media platforms**, **scan publicly available internet data**, and **access open CCTV networks in over 80 countries** using just a **name and image**.
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With its **robust search capabilities** and **passive reconnaissance options**, **Adverse** provides a seamless way to **extract, analyze, and verify information from open sources**, reinforcing its role as a cutting-edge tool for **digital reconnaissance and intelligence gathering**.
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A key highlight of **Adverse** is its **powerful face comparison technology**, which enables users to **analyze and match faces from downloaded images** with high accuracy — an invaluable tool for **law enforcement, cybersecurity experts, and intelligence agencies** involved in **criminal investigations, missing person searches, and security threat assessments**.
| 🤖 **Local AI Summaries**| Offline extractive NLP — no API, no GPU required |
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- Perform **deep web searches** using Bing, Google, and advanced dorking techniques.
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- Extract valuable data from publicly available sources.
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---
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## 🔑 Key Features
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### 1. Open-Source Intelligence (OSINT) Gathering
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- Perform **deep web searches** using Bing, Google, and advanced dorking techniques
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- Results deduplicated by URL across **8 parallel search engines**
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- Extract valuable data from publicly available sources
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### 2. Social Media Tracking
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- Search for social media profiles using just a **name or username**
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- Enhance searches with **username variations** and custom username lists
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- Conduct **silent searches** to avoid cluttering console output
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### 3. Image-Based Search & Face Matching
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- Use **face-only detection** to filter non-human elements from image searches
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- Compare faces with a **threshold-based algorithm (0–100%)** to verify identities
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-**4 parallel workers** with 10-second per-image timeout for speed
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- Works from a single reference photo
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#### **2. Social Media Tracking**
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### 4. Open CCTV & Insecam Surveillance (CAMINT)
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- Access **open CCTV cameras from 80+ countries**
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- Search for available **live camera feeds** by country code
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- Discover exposed cameras via **search dorks**, manufacturer panel detection (Hikvision, Dahua, Axis), public directories (Opentopia, EarthCam, WebcamTaxi), **RTSP stream references**, and Shodan/Censys census data
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- Search for social media profiles using just a name or username.
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- Enhance searches by using additional username variations.
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- Conduct **silent searches** to avoid cluttering the console with logs.
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### 5. Subdomain Enumeration
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- Detect **hidden subdomains** to uncover additional attack surface
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- Choose between **passive (stealthy)** and **active (direct probing)** methods
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- Powered by [subfinder](https://github.com/projectdiscovery/subfinder)
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#### **3. Image-Based Search & Face Matching**
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### 6. Automated & Customizable Searches
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- Set **face recognition accuracy thresholds**
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- Limit search depth (pages, image count)
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- Disable specific engines (e.g., skip Google)
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- Use **multiple parallel workers** for faster results
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- Use **face-only detection** to filter out non-human elements from image searches.
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- Compare faces with a **threshold-based algorithm (0-100%)** to verify identities.
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### 7. Random Username & Query Generation
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- Generate **random usernames** to test for possible profiles
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- Add **custom username lists** for broader coverage
- 📋 Full **threat assessment, recommendations, and source index**
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### Classification Levels Supported
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| Level | Marking |
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|---|---|
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| ✅ Default |`UNCLASSIFIED // OSINT`|
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| 🔵 |`UNCLASSIFIED // FOUO`|
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| 🟡 |`CONFIDENTIAL`|
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| 🟠 |`SECRET`|
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| 🔴 |`TOP SECRET`|
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| 🔴🔴 |`TOP SECRET // SCI`|
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| 🔴🔴🔴 |`TOP SECRET // SCI // NOFORN`|
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---
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#### **6. Automated & Customizable Searches**
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##🤖 Local AI Summaries — No API, No GPU
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-**Set thresholds** for image recognition accuracy.
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-**Limit search depth**, such as the number of pages or images to be downloaded.
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-**Disable specific search methods** (e.g., Google) if needed.
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- Use **multiple workers** for faster parallel searches.
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Every section of the PDF report includes an **AI-generated summary** using extractive NLP:
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#### **7. Random Username & Query Generation**
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- ✅ Works **100% offline** — no internet connection required
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- ✅ **No API key** needed — no OpenAI, no Gemini dependency
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- ✅ **No model download** — lightweight sumy LSA algorithm
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- ✅ Runs comfortably on **low-end hardware** (tested on Dell Latitude)
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- ✅ Automatically selects the **most fact-dense sentences** from Wikipedia sources
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- Generate **random usernames** to test for possible profiles.
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- Add **custom username lists** for broader search results.
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---
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#### **8. No-Confirmation Mode for Faster Execution**
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##🖥️ Web GUI Dashboard
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- Execute searches **without confirmation prompts**, making automation easier.
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Military-grade dark-themed browser interface for all capabilities:
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**Features:**
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- 📡 Intel Collection form with all 13 domain modules
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- 🎯 Target Profiling with face image upload
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- 📊 Live progress tracking (phase-by-phase)
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- 📁 Results management with per-session ZIP download
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- 📥 **Download All Results** button
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- 📄 Integrated report viewer (HTML, PDF, JSON)
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---
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This feature set showcases the power of **Adverse** as a highly efficient **OSINT tool** designed for intelligence gathering, surveillance, and digital footprint tracking.
The patent for adverse been published in India Patent Journal (Issue No: 13/2025, 28/03/2025, Friday) under the title "Automated Open-Source Intelligence System for Digital Identity Verification and Cyber Surveillance" with the application number **202531018252**. _Pdf page - 1070_
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Adverse is capable of generating a comprehensive report based on the data it collects. This report includes detailed information about the target, including their social media profiles, images, and any other relevant data. The report is designed to be user-friendly and can be easily shared with law enforcement or other relevant parties.
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Below I have shared a demo report which does not include all the parts of the report but gives you an idea of how the report looks like.
> *This software is exclusively offered for licensing to the **Ministry of Defence, Government of India** and allied departments & Ministries of Government of India.*
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>
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> If you are from any other country or organization, this software is not available for sale or distribution.
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For licensing inquiries, contact:
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- 📧 **me@dhruvashaw.in**
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- 📧 **hello@thecreativenet.in**
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---
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*Note: This project was developed within the timeframe of 2 weeks.*
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## **Usage and Licensing**
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<divalign="center">
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#### I am only interested in selling and licensing this software to _Ministry of Defence, Government of India_ and _allied department & Ministries of Government of India_.
_If you are from any other country or organization, please do not contact me for this software. I am not interested in selling this software to anyone else._
For usage and licensing please contact me on my official mail id **[me@dhruvashaw.in](mailto:me@dhruvashaw.in)** or **[{{site.email}}](mailto:{{site.email}})**
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