Tim Sakharov

Talks

Courses of Action for Incomplete Networks
Presented at 2nd Network Science Institute Student Symposium, 2019

Detecting Self-Propagating Attacks in Cyber Networks
Presented at NetSci 2019

Mitigating Network Incompleteness
Presented at 1st Network Science Institute Student Symposium, 2018

Machine Learning on Networks
Presented at Harvard Medical School Logistics AI/ML Workshop, 2018

Learning to complete partially observed networks
Timothy LaRock, Timothy Sakharov, Sahely Bhadra, Tina Eliassi-Rad
Presented by Timothy LaRock at CompleNet 2018

Limits of Learning in Incomplete Networks
Timothy LaRock, Timothy Sakharov, Sahely Bhadra, Tina Eliassi-Rad
Presented by Timothy LaRock at NetSci 2018
[Slides]

Papers and Preprints

Understanding the Limitations of Network Online Learning
Timothy LaRock, Timothy Sakharov, Sahely Bhadra, Tina Eliassi-Rad
[arXiv]

On Designing Machine Learning Models for Malicious Network Traffic Classification
Talha Ongun, Timothy Sakharov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad
[arXiv]

Reducing Network Incompleteness Through Online Learning:
A Feasibility Study

Timothy LaRock, Timothy Sakharov, Sahely Bhadra, Tina Eliassi-Rad
14th International Workshop on Mining and Learning with Graphs (MLG)[colocated with ACM SIGKDD conference]
[PDF]

The Viterbi algorithm for subsets of stochastic context-free languages
Alexander Sakharov, Timothy Sakharov
[DOI]

Data Language Specification via Terminal Attribution
Alexander Sakharov, Timothy Sakharov
[arXiv]

Data parsing using tier grammars
Alexander Sakharov, Timothy Sakharov
[IEEE]

Posters

Detecting Self-Propagating Malware in Cyber Networks
Timothy Sakharov, Benjamin A. Miller, Lisa Friedland, Talha Ongun, Alina Oprea, Tina Eliassi-Rad
GraphEx: Graph Exploitation Symposium 2019