Contextual Security: A Critical Shift in Performing Threat Intelligence

Note: Presentation times are in Pacific Standard Time (PST).

Wednesday, February 02, 2022 - 1:20 pm–1:50 pm

Nidhi Rastogi, Rochester Institute of Technology

Abstract: 

An automatic, contextual, and trustworthy explanation of cyberattacks is the immediate goalpost for security experts. Achieving it requires deep knowledge of the system under attack, the attack itself, real-time data describing environmental conditions. It also requires the ability to communicate in a way that the explanation evokes experts to trust. Automating the process of communicating contextual and trustworthy explanations of cyberattacks should also handle various attack models, although it adds to the existing challenge. However, a scientific approach to addressing explanations can generate a system that can offer the desired explanations under most use cases. In this presentation, we discuss the limitations of existing machine learning-based security solutions and how contextual security solutions can address them. We share specific use cases to support our argument. We present our research on contextual security (threat intelligence using knowledge graphs) and ongoing work on explanation-based security.

Nidhi Rastogi, Rochester Institute of Technology

Dr. Nidhi Rastogi is an Assistant Professor at the Rochester Institute of Technology. Her research is at the intersection of cybersecurity, artificial intelligence, autonomous vehicles, graph analytics, and data privacy. Prior to this, she was a Research Scientist at RPI. For her contributions to cybersecurity and encouraging women in STEM, Dr. Rastogi was recognized in 2020 as an International Women in Cybersecurity by the Cyber Risk Research Institute. She was an invited speaker at Aspen Cyber Summit, SANS Cybersecurity Summit, and the Grace Hopper Conference, FADEx laureate for the 1st French-American Program on Cyber-Physical Systems’16. Dr. Rastogi is the co-chair of the DYNAMICS workshop since 2020 and serves as a PC member on several security conferences and workshops. She was a board member for N2Women (2018-20), Lexington Education Foundation (2019-Present), Feature Editor for ACM XRDS Magazine (2015-17). Dr. Rastogi has worked on the security of heterogeneous wireless networks (3G, 4G, 802.1x, 802.11), Smart Grid through engineering and research positions at Verizon and GE Global Research Center, and GE Power.
BibTeX
@conference {277392,
author = {Nidhi Rastogi},
title = {Contextual Security: A Critical Shift in Performing Threat Intelligence},
year = {2022},
address = {Santa Clara, CA},
publisher = {USENIX Association},
month = feb,
}