Connecting the dots: Detecting adversarial perturbations using context inconsistency

S Li, S Zhu, S Paul, A Roy-Chowdhury, C Song… - Computer Vision–ECCV …, 2020 - Springer
There has been a recent surge in research on adversarial perturbations that defeat Deep
Neural Networks (DNNs) in machine vision; most of these perturbation-based attacks target …

{WebGraph}: Capturing advertising and tracking information flows for robust blocking

S Siby, U Iqbal, S Englehardt, Z Shafiq… - 31st USENIX Security …, 2022 - usenix.org
Users rely on ad and tracker blocking tools to protect their privacy. Unfortunately, existing ad
and tracker blocking tools are susceptible to mutable advertising and tracking content. In this …

Measurement-driven security analysis of imperceptible impersonation attacks

S Li, K Khalil, R Panda, C Song… - arXiv preprint arXiv …, 2020 - arxiv.org
The emergence of Internet of Things (IoT) brings about new security challenges at the
intersection of cyber and physical spaces. One prime example is the vulnerability of Face …

[图书][B] Towards a privacy-preserving web

U Iqbal - 2021 - search.proquest.com
Modern web applications are built by combining functionality from external third parties; with
the caveat that the website developers trust them. However, third parties come from various …

Protecting privacy through metadata analysis

SD Siby - 2022 - infoscience.epfl.ch
Although encryption hides the content of communications from third parties, metadata, ie, the
information attached to the content (such as the size or timing of communication) can be a …

[图书][B] Spatial and Motion Context for Adversarial Attacks on Vision Systems

S Li - 2021 - search.proquest.com
Abstract Deep Neural Networks (DNNs) have achieved state-of-the-art performance on a
wide range of tasks, thus are increasingly deployed in real-world applications. However …

Enhancing Ad-Blocking Systems for Better Web Browsing Security and Privacy

M Alrizah - 2020 - search.proquest.com
Globally, hundreds of millions of Internet users worldwide are using ad-blocking systems. By
blocking the ads and trackers on the web pages, Internet users can enhance security …