Adam Doupé

Since the dawn of the web miscreants have used this new communication medium to defraud unsuspecting users. The most common of these attacks is phishing: creating a fake login form to steal username/passwords for high-value targets such as email, social networking, or financial services. This seemingly low-skill attack still, to this day, is responsible for vast amounts of fraud and harm.

In this talk, I will cover the history of the cat-and-mouse game of phishing, touching on why, after more than a decade of research, phishing attacks are still the most common ways that end-users are directly victimized and attacked. We will discuss the advanced nature of server-side cloaking employed by phishers, as well as the PhishFarm framework which allows us to empirically measure the effect of cloaking techniques on browser-based blocking. Then, we will discuss the first end-to-end measurement of a phishing timeline: from a phishing website being deployed to credentials being used fraudulently. Finally, we'll discuss how phishers have adapted to the COVID-19 pandemic and the next generation of sophisticated phishing attacks.

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(Short) WIP: Deployability Improvement, Stealthiness User Study, and Safety...

Takami Sato, Junjie Shen, Ningfei Wang (UC Irvine), Yunhan Jia (ByteDance), Xue Lin (Northeastern University), and Qi Alfred Chen (UC Irvine)

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Demo #6: Impact of Stealthy Attacks on Autonomous Robotic...

Pritam Dash, Mehdi Karimibiuki, and Karthik Pattabiraman (University of British Columbia)

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Practical Blind Membership Inference Attack via Differential Comparisons

Bo Hui (The Johns Hopkins University), Yuchen Yang (The Johns Hopkins University), Haolin Yuan (The Johns Hopkins University), Philippe Burlina (The Johns Hopkins University Applied Physics Laboratory), Neil Zhenqiang Gong (Duke University), Yinzhi Cao (The Johns Hopkins University)

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FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data

Junjie Liang (The Pennsylvania State University), Wenbo Guo (The Pennsylvania State University), Tongbo Luo (Robinhood), Vasant Honavar (The Pennsylvania State University), Gang Wang (University of Illinois at Urbana-Champaign), Xinyu Xing (The Pennsylvania State University)

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