Big privacy: Challenges and opportunities of privacy study in the age of big data
S Yu - IEEE access, 2016 - ieeexplore.ieee.org
One of the biggest concerns of big data is privacy. However, the study on big data privacy is
still at a very early stage. We believe the forthcoming solutions and theories of big data …
still at a very early stage. We believe the forthcoming solutions and theories of big data …
A review on machine learning–based approaches for Internet traffic classification
Traffic classification acquired the interest of the Internet community early on. Different
approaches have been proposed to classify Internet traffic to manage both security and …
approaches have been proposed to classify Internet traffic to manage both security and …
Deep fingerprinting: Undermining website fingerprinting defenses with deep learning
Website fingerprinting enables a local eavesdropper to determine which websites a user is
visiting over an encrypted connection. State-of-the-art website fingerprinting attacks have …
visiting over an encrypted connection. State-of-the-art website fingerprinting attacks have …
Peek-a-boo: I see your smart home activities, even encrypted!
A myriad of IoT devices such as bulbs, switches, speakers in a smart home environment
allow users to easily control the physical world around them and facilitate their living styles …
allow users to easily control the physical world around them and facilitate their living styles …
Subverting website fingerprinting defenses with robust traffic representation
Anonymity networks, eg, Tor, are vulnerable to various website fingerprinting (WF) attacks,
which allows attackers to perceive user privacy on these networks. However, the defenses …
which allows attackers to perceive user privacy on these networks. However, the defenses …
Automated website fingerprinting through deep learning
Several studies have shown that the network traffic that is generated by a visit to a website
over Tor reveals information specific to the website through the timing and sizes of network …
over Tor reveals information specific to the website through the timing and sizes of network …
[PDF][PDF] Website Fingerprinting at Internet Scale.
The website fingerprinting attack aims to identify the content (ie, a webpage accessed by a
client) of encrypted and anonymized connections by observing patterns of data flows such …
client) of encrypted and anonymized connections by observing patterns of data flows such …
{DupLESS}:{Server-Aided} encryption for deduplicated storage
Cloud storage service providers such as Dropbox, Mozy, and others perform deduplication
to save space by only storing one copy of each file uploaded. Should clients conventionally …
to save space by only storing one copy of each file uploaded. Should clients conventionally …
Effective attacks and provable defenses for website fingerprinting
Website fingerprinting attacks allow a local, passive eavesdropper to identify a user's web
activity by leveraging packet sequence information. These attacks break the privacy …
activity by leveraging packet sequence information. These attacks break the privacy …
{Walkie-Talkie}: An efficient defense against passive website fingerprinting attacks
T Wang, I Goldberg - … USENIX Security Symposium (USENIX Security 17 …, 2017 - usenix.org
Website fingerprinting (WF) is a traffic analysis attack that allows an eavesdropper to
determine the web activity of a client, even if the client is using privacy technologies such as …
determine the web activity of a client, even if the client is using privacy technologies such as …