TY - GEN
T1 - DiProber
T2 - 2024 American Control Conference, ACC 2024
AU - Darir, Hussein
AU - Borisov, Nikita
AU - Dullerud, Geir
N1 - This material is based upon work supported by C3.ai Digital Transformation Institute for the research award of Securing Critical Cyber-Physical Infrastructure.
PY - 2024
Y1 - 2024
N2 - Tor is a widely used anonymous communication network that routes and anonymizes users' internet traffic through thousands of relays. To create a path, Tor authorities estimate relay capacities based on the bandwidth of observation probes assigned to each relay. These estimates are used to generate a probability distribution over relays for incoming users to choose from. However, the currently implemented estimation algorithm generates inaccurate estimates, resulting in underutilization of the network and unfair distribution of capacities between users. To address this, we propose DiProber, a new algorithm that uses two probes per relay and maximum likelihood to more accurately estimate relay capacities. Our new technique works particularly well in underutilized networks where users have low demand on the Tor network.
AB - Tor is a widely used anonymous communication network that routes and anonymizes users' internet traffic through thousands of relays. To create a path, Tor authorities estimate relay capacities based on the bandwidth of observation probes assigned to each relay. These estimates are used to generate a probability distribution over relays for incoming users to choose from. However, the currently implemented estimation algorithm generates inaccurate estimates, resulting in underutilization of the network and unfair distribution of capacities between users. To address this, we propose DiProber, a new algorithm that uses two probes per relay and maximum likelihood to more accurately estimate relay capacities. Our new technique works particularly well in underutilized networks where users have low demand on the Tor network.
UR - http://www.scopus.com/inward/record.url?scp=85204482615&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85204482615&partnerID=8YFLogxK
U2 - 10.23919/ACC60939.2024.10644851
DO - 10.23919/ACC60939.2024.10644851
M3 - Conference contribution
AN - SCOPUS:85204482615
T3 - Proceedings of the American Control Conference
SP - 462
EP - 467
BT - 2024 American Control Conference, ACC 2024
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 10 July 2024 through 12 July 2024
ER -