AI 时代的风险与回报.pdf

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1、Risk and Reward in Building an AI EconomyMark McIntyre,CISSP,CCSPCustomer Security O60+Azure regions300+datacenters100+Compliance certificationsAchieve global-scale innovation on state-of-the-art cloud platform,reaching customers around the worldMICROSOFT CONFIDENTIAL FOR INTERNAL USE ONLYMicrosofts

2、 view of the threat landscapeT H R E A T I N T E L L I G E N C EDefend four of the worlds largest public cloudsProtect over 2.5Bn endpoints embedded across the planet Visibility over the entire internet78Tn+security signals15Bn+internet observations10,000+dedicated security and threat intel experts7

3、2Bn threats blockedGenerative AI technology is here TIME TO 100M USERS(years)201510531Smart Phones16 yearsInternet7 yearsInstagram2.5 yearsTikTok 5 fingersDistorted facesAI photos amplify Maui fire conspiraciesENGLISHROMANIANBELARUSIANICELANDICLATIN+26 additional languages 1%chance 1%chance these im

4、ages are authenticThe actor known as Spamouflage conducted a messaging campaign alleging US government involvement in the Maui wildfires.They claimed that the US military is developing a“weather weapon”that can manipulate natural disasters.Spamouflage attempted to bolster these claims with AI-genera

5、ted images of burning coastal roads and residences.How do attackers interface with AI?AI as an enablerSubvert AI to achieve an outcomeOffensive AI-Deep Fakes-Malicious Code Generation-.Adversarial Machine Learning-Poisoning-Evasion-.The TargetThe OpponentPoisoning Backdoor Inference Evasion Inversio

6、n Stealing Data curation&labelingFeature extractionModel trainingModel validationModel deploymentMonitoring Causative attacker influenceExploratory attacker influenceAI Subversion Adversarial Machine LearningHow can organizations strike a balance between the benefits of AI and its associated securit