most citedFeature Reduction Method Comparison Towards Explainability and Efficiency in Cybersecurity Intrusion Detection Systems

5 citations · 5 across the 5 of their papers we have counts for

collaborators

5 papers

math.CO2024

Ramsey Number Counterexample Checking and One Vertex Extension Linearly Bound by and

Adam M. Lehavi

The Ramsey number is the smallest integer such that all graphs of size contain a clique of size or an independent set of size . is the…

cs.AI2023

Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization

Yoonsoo Nam, Adam Lehavi, Daniel Yang +3

Video summarization remains a huge challenge in computer vision due to the size of the input videos to be summarized. We propose an efficient, language-only video summarizer that a…

cs.CL2023

Unsupervised Bias Detection in College Student Newspapers

Adam M. Lehavi, William McCormack, Noah Kornfeld +1

This paper presents a pipeline with minimal human influence for scraping and detecting bias on college newspaper archives. This paper introduces a framework for scraping complex ar…

cs.LG2023

RamseyRL: A Framework for Intelligent Ramsey Number Counterexample Searching

Steve Vott, Adam M. Lehavi

The Ramsey number is the minimum number of nodes, , such that all undirected simple graphs of order , contain a clique of order , or an independent set of order…

cs.LG2023★ 5 cited

Feature Reduction Method Comparison Towards Explainability and Efficiency in Cybersecurity Intrusion Detection Systems

Adam M. Lehavi, Seongtae Kim

In the realm of cybersecurity, intrusion detection systems (IDS) detect and prevent attacks based on collected computer and network data. In recent research, IDS models have been c…