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20112023
most citedAnalyzing Federated Learning through an Adversarial Lens

382 citations · 2.5k across the 96 of their papers we have counts for

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7 papers · 1 filter

cs.NI2022

Creating a Secure Underlay for the Internet

Henry Birge-Lee, Joel Wanner, Grace Cimaszewski +6

Adversaries can exploit inter-domain routing vulnerabilities to intercept communication and compromise the security of critical Internet applications. Meanwhile the deployment of s…

cs.NI2022★ 6 cited

Towards Reproducible Network Traffic Analysis

Jordan Holland, Paul Schmitt, Prateek Mittal +1

Analysis techniques are critical for gaining insight into network traffic given both the higher proportion of encrypted traffic and increasing data rates. Unfortunately, the domain…

cs.NI2020★ 12 cited

Programmable In-Network Obfuscation of Traffic

Liang Wang, Hyojoon Kim, Prateek Mittal +1

Recent advances in programmable switch hardware offer a fresh opportunity to protect user privacy. This paper presents PINOT, a lightweight in-network anonymity solution that runs…

cs.NI2020★ 2 cited

Securing Internet Applications from Routing Attacks

Yixin Sun, Maria Apostolaki, Henry Birge-Lee +4

Attacks on Internet routing are typically viewed through the lens of availability and confidentiality, assuming an adversary that either discards traffic or performs eavesdropping.…

cs.NI2015★ 107 cited

RAPTOR: Routing Attacks on Privacy in Tor

Yixin Sun, Anne Edmundson, Laurent Vanbever +4

The Tor network is a widely used system for anonymous communication. However, Tor is known to be vulnerable to attackers who can observe traffic at both ends of the communication p…

cs.NI2012★ 11 cited

SybilControl: Practical Sybil Defense with Computational Puzzles

Frank Li, Prateek Mittal, Matthew Caesar +1

Many distributed systems are subject to the Sybil attack, where an adversary subverts system operation by emulating behavior of multiple distinct nodes. Most recent work to address…