抵御操纵：在人工智能和虚假信息时代重新思考网络钓鱼检测.pdf

1、PRESENTED BY:Resilience to ManipulationPhishing Detection in the Age of AI and DisinformationMICHEL HEBERT,PHDAI Is Changing PhishingWe laughed at old scams.Now AI writes the lure and hides the payload.I propose that we focus future phishing solutions on stable anchors,manipulation scoring,and expla

2、inability.Phishing has changed with AI.Anchors plus manipulation scoring.The ProblemA More Resilient Approach132|INFO-TECH RESEARCH GROUP Drift,evasion,and human fatigue.Why Old Methods Fail24Principles for adaptive defense.Designing for Resilience5From research to real-word systems.Resilience in Pr

3、acticeThe Old SchoolBad grammar,easy to spot.3|INFO-TECH RESEARCH GROUP The New Face of PhishingFrom:supportpaypa1-Subject:Urgent!Your account will be closed!Dear Customer,We detect suspicious login to yur account.Pls click the link below to verify your acccount now or it will be closed.http:/bitdot

4、ly/verify-nowThank you,The Nigerian PrinceSource:ChatGPTThe New SchoolPolished,personalized,persuasive.4|INFO-TECH RESEARCH GROUP The New Face of PhishingFrom:accountssecure-payments.exampleSubject:Action required:Confirm recent payment authorization for$423.75Hi Michel,We noticed a pending payment

5、of$423.75 on your business card ending in 2741.If you recognize this charge,no action is needed.If not,please review the transaction and confirm within 24 hours to avoid automatic suspension of merchant services:secure-review.example/txn/2741For your protection,this link expires in 24 hours.If you h

6、ave questions,reply to this message or contact our Merchant Support team.Regards,Daniel R.StoneMerchant Risk Secure PaymentsSource:ChatGPT5|INFO-TECH RESEARCH GROUP 11%0.84%Sharper LuresClick Rate:AI-Generated PhishReuters/Harvard Test,Sept 2025108 senior volunteers received AI-crafted phishing emai