4 papers
FIRCE: A Framework for Intrusion Response and Conformal Evaluation
Seth Barrett, Lin Li, Gokila Dorai +1
Machine learning-based intrusion detection systems deployed in real-world environments frequently suffer from model degradation due to concept drift, where changes in traffic patte…
Unveiling Privacy Policy Complexity: An Exploratory Study Using Graph Mining, Machine Learning, and Natural Language Processing
Vijayalakshmi Ramasamy, Seth Barrett, Gokila Dorai +1
Privacy policy documents are often lengthy, complex, and difficult for non-expert users to interpret, leading to a lack of transparency regarding the collection, processing, and sh…
FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection
Bradley Boswell, Seth Barrett, Swarnamugi Rajaganapathy +1
The proliferation of Internet of Things (IoT) devices has expanded the attack surface, necessitating efficient intrusion detection systems (IDSs) for network protection. This paper…
Ain't How You Deploy: An Analysis of BGP Security Policies Performance Against Various Attack Scenarios with Differing Deployment Strategies
Seth Barrett, Calvin Idom, German Zavala Villafuerte +2
This paper investigates the performance of various Border Gateway Protocol (BGP) security policies against multiple attack scenarios using different deployment strategies. Through…