ICLR2025
AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks
Van Nguyen, Tingmin Wu, Xingliang Yuan, Marthie Grobler, Surya Nepal, Carsten Rudolph
摘要
Motivations Phishing attacks remain a challenge for detection, explanation, and defense. Conducted in various ways, with email being the most common method. Exploit cognitive principles (e.g., urgency, authority) to trigger psychological reactions in users through persuasion techniques. AI-based approaches can detect phishing, reducing the negative effects caused. However, they often lack the intrinsic ability to identify the information causing the data phishing. 2 An entire email: Your payment didn't succeed, so your ads have been suspended. This message was sent from a notification only email address that does not accept incoming email. Please do not reply to this message. If you have any questions, please visit the google ads help center. Hello advertiser, our attempt to charge your credit card for your outstanding google ads account balance was declined. Your account is still open. However, your ads have been suspended. Once we are able to charge your card and receive payment for your account balance, we will re activate your ads. Please update your billing information, even if you plan to use the same credit card. This will trigger our billing system to try charging your card again. You do not need to contact us to reactivate your account. To update your primary payment information, please follow these steps 1. Log in to your account at http ad words google com select. 2. Enter your primary payment information. 3. Click "update" when you have finished. Thank you for advertising with google ads. We look forward to providing you with the most effective advertising available. (c) google ads team 2008.
