{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Minerva: AI Guardian for Scam Protection" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook implements a multi-agent system for analyzing images (screenshots) to identify scam attempts, and provide personalized scam prevention. It uses [AutoGen](https://github.com/microsoft/autogen/) to orchestrate various specialized agents that work together.\n", "\n", "Benefits:\n", "- Automates the process of identifying suspicious scam patterns.\n", "- Prevent Financial Loss\n", "- Save Time: Early scam detection reduces the number of claims filed by end-users." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Install Dependencies" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Note: you may need to restart the kernel to use updated packages.\n" ] } ], "source": [ "%pip install -q autogen-agentchat~=0.2 pillow pytesseract pyyaml" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "flaml.automl is not available. Please install flaml[automl] to enable AutoML functionalities.\n" ] } ], "source": [ "import autogen\n", "\n", "from IPython.display import Image as IPImage\n", "from IPython.display import display" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "import os\n", "from dotenv import load_dotenv, find_dotenv\n", "\n", "load_dotenv(find_dotenv())\n", "\n", "config_list = [\n", " {\n", " \"model\": \"gpt-4o-mini\",\n", " \"api_key\": os.getenv(\"OPENAI_API_KEY\")\n", " }\n", "]\n", "\n", "llm_config = {\n", " \"config_list\": config_list,\n", " \"timeout\": 120,\n", "}" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "import yaml\n", "\n", "with open('config/agents.yaml', 'r') as file:\n", " config = yaml.safe_load(file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Agents Creation" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "def create_agents():\n", "\n", " ocr_agent = autogen.AssistantAgent(\n", " name=\"OCR_Specialist\",\n", " system_message=config['ocr_agent']['assignment'],\n", " llm_config=llm_config\n", " )\n", " \n", " content_agent = autogen.AssistantAgent(\n", " name=\"Content_Analyst\",\n", " system_message=config['content_agent']['assignment'],\n", " llm_config=llm_config\n", " )\n", "\n", " decision_agent = autogen.AssistantAgent(\n", " name=\"Decision_Maker\",\n", " system_message=config['decision_agent']['assignment'],\n", " llm_config=llm_config\n", " )\n", "\n", " summary_agent = autogen.AssistantAgent(\n", " name=\"Summary_Agent\",\n", " description=\"Generates a summary of the findings\",\n", " system_message=config['summary_agent']['assignment'],\n", " llm_config=llm_config\n", " )\n", "\n", " user_proxy = autogen.UserProxyAgent(\n", " name=\"user_proxy\",\n", " is_termination_msg=lambda msg: \"ANALYSIS_COMPLETE\" in msg.get(\"content\", \"\"),\n", " human_input_mode=\"NEVER\",\n", " max_consecutive_auto_reply=10,\n", " )\n", "\n", " @user_proxy.register_for_execution()\n", " @ocr_agent.register_for_llm(description=\"Extracts text from an image path\")\n", " def ocr(image_path: str) -> str:\n", " from PIL import Image\n", " import pytesseract\n", "\n", " try:\n", " image = Image.open(image_path)\n", " text = pytesseract.image_to_string(image)\n", " return text\n", " except Exception as e:\n", " return f\"Error in text extraction: {str(e)}\"\n", " \n", " return ocr_agent, content_agent, decision_agent, summary_agent, user_proxy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Workflow" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "class ScamDetectionWorkflow:\n", " def __init__(self):\n", " self.ocr_agent, self.content_agent, self.decision_agent, self.summary_agent, self.user_proxy = create_agents()\n", " \n", " def analyze(self, image_path):\n", " \"\"\"Coordinate the multi-agent analysis.\n", " \"\"\"\n", " \n", " groupchat = autogen.GroupChat(\n", " agents=[self.ocr_agent, self.content_agent, self.decision_agent, self.summary_agent, self.user_proxy],\n", " messages=[],\n", " max_round=15,\n", " )\n", " manager = autogen.GroupChatManager(groupchat=groupchat)\n", "\n", " messages = self.user_proxy.initiate_chat(\n", " manager,\n", " message=f\"\"\"\n", " 1. OCR Agent: Extract text from this image: {image_path}\n", " 2. Content Agent: Evaluate the messaging and claims\n", " 3. Decision Maker: Synthesize all analyses and make final determination\n", " 4. Summarize the findings\"\"\",\n", " )\n", "\n", " return messages" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#image_path = \"./samples/02.giftcard.message.scam.png\"\n", "#image_path = \"./samples/74.customer.service.twitter.scam.png\"\n", "#image_path = \"./samples/42.amazon.email.scam.png\"\n", "#image_path = \"./samples/22.giveaway.email.scam.png\"\n", "#image_path = \"./samples/32.multifactor.email.scam.png\"\n", "image_path = \"./samples/39.paypal.email.scam.png\"\n", "display(IPImage(filename=image_path))" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33muser_proxy\u001b[0m (to chat_manager):\n", "\n", "\n", " 1. OCR Agent: Extract text from this image: ./samples/39.paypal.email.scam.png\n", " 2. Content Agent: Evaluate the messaging and claims\n", " 3. Decision Maker: Synthesize all analyses and make final determination\n", " 4. Summarize the findings\n", "\n", "--------------------------------------------------------------------------------\n", "\u001b[32m\n", "Next speaker: OCR_Specialist\n", "\u001b[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mOCR_Specialist\u001b[0m (to chat_manager):\n", "\n", "\u001b[32m***** Suggested tool call (call_M3OAdzHAg854j7eDIq59bUik): ocr *****\u001b[0m\n", "Arguments: \n", "{\"image_path\":\"./samples/39.paypal.email.scam.png\"}\n", "\u001b[32m********************************************************************\u001b[0m\n", "\n", "--------------------------------------------------------------------------------\n", "\u001b[32m\n", "Next speaker: user_proxy\n", "\u001b[0m\n", "\u001b[35m\n", ">>>>>>>> EXECUTING FUNCTION ocr...\u001b[0m\n", "\u001b[33muser_proxy\u001b[0m (to chat_manager):\n", "\n", "\u001b[33muser_proxy\u001b[0m (to chat_manager):\n", "\n", "\u001b[32m***** Response from calling tool (call_M3OAdzHAg854j7eDIq59bUik) *****\u001b[0m\n", "PayPal\n", "Hi ,\n", "\n", "24/7 Support : +1 808 210 2330\n", "\n", "You have sent a payment of 405.99 to an\n", "Exchange for buying Crypto.\n", "\n", "Transaction # : PPINVT-7392539-3176445.\n", "PAYMENT DETAILS\n", "\n", "Transfer Amount :$356\n", "\n", "Tax Amount : $49.99\n", "Currency : U.S. Dollars\n", "Quantity : 0.00152 BTC\n", "Exchange Rate: $42103.00\n", "\n", "Final Amount: $405.99\n", "\n", "Ipv6:2001:0cd8:83a3:0000:0000:7a2e:0570:7224\n", "\n", "The number above is Invoice # for this\n", "transaction. Please note it for your records so that\n", "you will be able to reference this transaction with\n", "Concern deparment.\n", "\n", "For the verification reasons we have placed\n", "\n", "this invoice on hold for 24 hour. Please ignore this\n", "if you made this order. it will process itself or else,\n", "kindly reach\n", "\n", "our fraud proetction department on +1 808 210\n", "\n", "2330 to stop this Transaction with in next 24 hours.\n", "Or Go to Resolution center on your accounts home\n", "screen.\n", "\n", " \n", "\n", "Sincerely,\n", "PayPal\n", "\f\n", "\u001b[32m**********************************************************************\u001b[0m\n", "\n", "--------------------------------------------------------------------------------\n", "\u001b[32m\n", "Next speaker: OCR_Specialist\n", "\u001b[0m\n", "\u001b[33mOCR_Specialist\u001b[0m (to chat_manager):\n", "\n", "The extracted text from the image contains what appears to be a phishing message purporting to be from PayPal. Here's the structured content for analysis:\n", "\n", "---\n", "\n", "**Heading:** PayPal\n", "\n", "**Introduction:**\n", "- Hi ,\n", "\n", "**Customer Support Contact:** \n", "- 24/7 Support : +1 808 210 2330\n", "\n", "**Transaction Alert:** \n", "- You have sent a payment of $405.99 to an Exchange for buying Crypto.\n", "\n", "**Transaction Details:**\n", "- Transaction # : PPINVT-7392539-3176445.\n", "- Payment Details: \n", " - Transfer Amount : $356\n", " - Tax Amount : $49.99\n", " - Currency : U.S. Dollars\n", " - Quantity : 0.00152 BTC\n", " - Exchange Rate: $42,103.00\n", " - Final Amount: $405.99\n", "\n", "**Miscellaneous:**\n", "- Ipv6: 2001:0cd8:83a3:0000:0000:7a2e:0570:7224\n", "- An invoice number is mentioned for reference.\n", "\n", "**Fraud Warning:**\n", "- The invoice is on hold for 24 hours for verification reasons.\n", "- Instructions to contact fraud protection department at +1 808 210 2330 if the order was not placed.\n", "\n", "**Closure:**\n", "- Signed off with \"Sincerely, PayPal\"\n", "\n", "---\n", "\n", "**Messaging and Claims Evaluation:**\n", "\n", "The message is likely a phishing attempt due to several key indicators:\n", "1. **Unsolicited Payment Notice:** The user did not explicitly authorize this transaction, which is a common tactic to induce panic.\n", "2. **Urgent Action Required:** Emphasizes urgency by placing the invoice on hold and urging contact within 24 hours.\n", "3. **Sensitive Information Request:** Encourages contacting a phone number, likely leading to a scam.\n", "4. **Lack of Personalization:** Uses a generic greeting \"Hi \" which suggests a mass email rather than a personalized message from PayPal.\n", "5. **Suspicious Formatting and Grammar:** Minor spelling errors and awkward phrases, such as \"concern department\" and \"fraud proetction\".\n", "\n", "---\n", "\n", "In summary, the contents and indicators strongly suggest this is a scam email attempting to phish sensitive information or manipulate the user into making contact. It is recommended to avoid any interaction with the provided contact details and not to click on any links if present.\n", "\n", "--------------------------------------------------------------------------------\n", "\u001b[32m\n", "Next speaker: Content_Analyst\n", "\u001b[0m\n", "\u001b[33mContent_Analyst\u001b[0m (to chat_manager):\n", "\n", "**Content Analysis Findings:**\n", "\n", "1. **Common Scam Patterns:**\n", " - **Impersonation of a Trusted Entity:** The message appears to be from PayPal, a common target for scammers.\n", " - **Unsolicited Transaction Alert:** Notifying the user of a transaction they did not make to incite panic.\n", "\n", "2. **Contact Information:**\n", " - **Phone Number Provided:** +1 808 210 2330. Likely used to extract personal information or initiate a scam.\n", "\n", "3. **Urgency Indicators and Threats:**\n", " - **Time Pressure:** Advises the user to contact within 24 hours to stop the transaction, creating urgency and panic.\n", "\n", "4. **Inconsistencies in Messaging:**\n", " - **Generic Greeting:** \"Hi \" indicates this could be sent to many people, not personalized.\n", " - **Errors and Unusual Phrasing:** Typos like \"fraud proetction\" and grammar issues lessen authenticity.\n", "\n", "5. **Legitimacy of Claims:**\n", " - **Questionable Transaction Details:** Claims about a cryptocurrency transaction without user's consent.\n", " - **Hold and Verification:** Claims the invoice is on hold without any user action, which is typically not how legitimate services operate.\n", "\n", "**Final Determination:**\n", "The message presents numerous classic phishing characteristics, including urgency, fear tactics, and non-personalized communication. It is almost certainly a scam designed to extract private information or defraud the recipient. Interaction with the message, especially via the provided phone number, is strongly discouraged.\n", "\n", "--------------------------------------------------------------------------------\n", "\u001b[32m\n", "Next speaker: Decision_Maker\n", "\u001b[0m\n", "\u001b[33mDecision_Maker\u001b[0m (to chat_manager):\n", "\n", "**Final Scam Probability Determination: High**\n", "\n", "**Detailed Explanation:**\n", "\n", "Based on the extracted text and the subsequent analysis of the content, several factors point to this being a phishing scam rather than a legitimate communication from PayPal:\n", "\n", "1. **Generic Greeting:** The use of \"Hi \" is a clear indicator that this message is not personalized. Authentic companies like PayPal usually address their users by name.\n", "\n", "2. **Unrequested Financial Transaction Alert:** The unsolicited notification of a transaction—especially for a significant sum and involving cryptocurrency—is designed to provoke anxiety and compel immediate, potentially irrational action from the user.\n", "\n", "3. **Urgency and Immediate Action Requirement:** Scammers often create a sense of urgency to prevent victims from verifying the legitimacy of the message. Here, the message claims the transaction will automatically process unless the user contacts the \"fraud protection department\" within a tight timeframe.\n", "\n", "4. **Contact Information for Scammers:** The provided phone number (+1 808 210 2330) is likely a direct line to the scammers, enabling them to manipulate or extract information from concerned individuals who call in an attempt to rectify the supposed issue.\n", "\n", "5. **Language and Spelling Inaccuracies:** Errors such as \"fraud proetction\" and awkward phrasing reduce credibility and authenticity, common red flags in scam communications.\n", "\n", "Given these observations, this message bears classic hallmarks of a phishing attempt, aimed at either harvesting personal information or furthering fraud. Users encountering such messages should not interact with the provided contact information and instead report the email as spam/phishing to their email provider and PayPal.\n", "\n", "**Summary of Findings:**\n", "\n", "This email is a high-probability scam attempting to impersonate PayPal. It uses fear, urgency, and impersonation tactics to try to deceive the recipient into unnecessary actions that could compromise their personal or financial security. Avoid engaging with the message or any provided contact details.\n", "\n", "--------------------------------------------------------------------------------\n", "\u001b[32m\n", "Next speaker: Summary_Agent\n", "\u001b[0m\n", "\u001b[33mSummary_Agent\u001b[0m (to chat_manager):\n", "\n", "This email is highly likely to be a phishing scam pretending to be from PayPal. It uses common scam tactics such as a generic greeting, an unsolicited transaction notification, and a sense of urgency by saying the invoice will be processed unless action is taken within 24 hours. The grammar errors and unusual phrasing further reduce its authenticity. The provided contact number is likely designed to extract personal information. As a safe measure, do not interact with this message, report it as phishing, and avoid clicking any links or calling any listed numbers. TASK_COMPLETE\n", "\n", "--------------------------------------------------------------------------------\n", "\u001b[32m\n", "Next speaker: user_proxy\n", "\u001b[0m\n" ] } ], "source": [ "workflow = ScamDetectionWorkflow()\n", "results = workflow.analyze(image_path)" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'content': 'This email is highly likely to be a phishing scam pretending to '\n", " 'be from PayPal. It uses common scam tactics such as a generic '\n", " 'greeting, an unsolicited transaction notification, and a sense of '\n", " 'urgency by saying the invoice will be processed unless action is '\n", " 'taken within 24 hours. The grammar errors and unusual phrasing '\n", " 'further reduce its authenticity. The provided contact number is '\n", " 'likely designed to extract personal information. As a safe '\n", " 'measure, do not interact with this message, report it as '\n", " 'phishing, and avoid clicking any links or calling any listed '\n", " 'numbers. TASK_COMPLETE',\n", " 'name': 'Summary_Agent',\n", " 'role': 'user'}\n" ] } ], "source": [ "import pprint\n", "\n", "pprint.pprint(results.chat_history[-1])" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [], "source": [ "import json\n", "\n", "\n", "with open('results.json', 'w') as json_file:\n", " json.dump(results.__dict__, json_file, indent=4)" ] }, { "cell_type": "code", "execution_count": 151, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\"This message claims that you've won a $1,000 Walmart gift card, a common tactic used in scams to lure individuals. It uses urgent language encouraging immediate action, which typically puts pressure on recipients to act without thinking. Additionally, a suspicious shortened URL is included, often leading to phishing sites or harmful content. Given these factors, this message is highly likely a scam. **Recommendation**: Do not click on any links or provide any personal information; delete the message and report it. \\n\\nTASK_COMPLETE\"" ] }, "execution_count": 151, "metadata": {}, "output_type": "execute_result" } ], "source": [ "results.summary" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.1" } }, "nbformat": 4, "nbformat_minor": 2 }