activity
20112026
most citedComprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

1.6k citations · 2.1k across the 35 of their papers we have counts for

collaborators
Showing 2012Show all

5 papers · 1 filter

cs.CR2012★ 20 cited

SWEET: Serving the Web by Exploiting Email Tunnels

Amir Houmansadr, Wenxuan Zhou, Matthew Caesar +1

Open communication over the Internet poses a serious threat to countries with repressive regimes, leading them to develop and deploy censorship mechanisms within their networks. Un…

cs.CR2012★ 7 cited

IP over Voice-over-IP for censorship circumvention

Amir Houmansadr, Thomas Riedl, Nikita Borisov +1

Open communication over the Internet poses a serious threat to countries with repressive regimes, leading them to develop and deploy network-based censorship mechanisms within thei…

cs.CR2012★ 2 cited

Non-blind watermarking of network flows

Amir Houmansadr, Negar Kiyavash, Nikita Borisov

Linking network flows is an important problem in intrusion detection as well as anonymity. Passive traffic analysis can link flows but requires long periods of observation to reduc…

cs.CR2012★ 2 cited

Multi-Flow Attacks Against Network Flow Watermarks: Analysis and Countermeasures

Negar Kiyavash, Amir Houmansadr, Nikita Borisov

In this paper, we analyze several recent schemes for watermarking network flows that are based on splitting the flow into timing intervals. We show that this approach creates time-…

cs.CR2012★ 3 cited

BotMosaic: Collaborative Network Watermark for Botnet Detection

Amir Houmansadr, Nikita Borisov

Recent research has made great strides in the field of detecting botnets. However, botnets of all kinds continue to plague the Internet, as many ISPs and organizations do not deplo…