24 citations · 77 across the 14 of their papers we have counts for
15 papers
Systemic Risk and Vulnerability Analysis of Multi-cloud Environments
Morgan Reece, Theodore Edward Lander, Matthew Stoffolano +4
With the increasing use of multi-cloud environments, security professionals face challenges in configuration, management, and integration due to uneven security capabilities and fe…
Looking Beyond IoCs: Automatically Extracting Attack Patterns from External CTI
Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park +1
Public and commercial organizations extensively share cyberthreat intelligence (CTI) to prepare systems to defend against existing and emerging cyberattacks. However, traditional C…
SoK: Modeling Explainability in Security Analytics for Interpretability, Trustworthiness, and Usability
Dipkamal Bhusal, Rosalyn Shin, Ajay Ashok Shewale +4
Interpretability, trustworthiness, and usability are key considerations in high-stake security applications, especially when utilizing deep learning models. While these models are…
CyNER: A Python Library for Cybersecurity Named Entity Recognition
Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park +1
Open Cyber threat intelligence (OpenCTI) information is available in an unstructured format from heterogeneous sources on the Internet. We present CyNER, an open-source python libr…
Adversarial Patterns: Building Robust Android Malware Classifiers
Dipkamal Bhusal, Nidhi Rastogi
Machine learning models are increasingly being adopted across various fields, such as medicine, business, autonomous vehicles, and cybersecurity, to analyze vast amounts of data, d…
Explaining RADAR features for detecting spoofing attacks in Connected Autonomous Vehicles
Nidhi Rastogi, Sara Rampazzi, Michael Clifford +3
Connected autonomous vehicles (CAVs) are anticipated to have built-in AI systems for defending against cyberattacks. Machine learning (ML) models form the basis of many such AI sys…
DANTE: Predicting Insider Threat using LSTM on system logs
Nidhi Rastogi, Qicheng Ma
Insider threat is one of the most pernicious threat vectors to information and communication technologies (ICT)across the world due to the elevated level of trust and access that a…
Malware Knowledge Graph Generation
Sharmishtha Dutta, Nidhi Rastogi, Destin Yee +2
Cyber threat and attack intelligence information are available in non-standard format from heterogeneous sources. Comprehending them and utilizing them for threat intelligence extr…
TINKER: A framework for Open source Cyberthreat Intelligence
Nidhi Rastogi, Sharmishtha Dutta, Mohammed J. Zaki +2
Threat intelligence on malware attacks and campaigns is increasingly being shared with other security experts for a cost or for free. Other security analysts use this intelligence…
MALOnt: An Ontology for Malware Threat Intelligence
Nidhi Rastogi, Sharmishtha Dutta, Mohammed J. Zaki +2
Malware threat intelligence uncovers deep information about malware, threat actors, and their tactics, Indicators of Compromise(IoC), and vulnerabilities in different platforms fro…
Personal Health Knowledge Graphs for Patients
Nidhi Rastogi, Mohammed J. Zaki
Existing patient data analytics platforms fail to incorporate information that has context, is personal, and topical to patients. For a recommendation system to give a suitable res…
Exploring Information Centrality for Intrusion Detection in Large Networks
Nidhi Rastogi
Modern networked systems are constantly under threat from systemic attacks. There has been a massive upsurge in the number of devices connected to a network as well as the associat…
Security and Privacy of performing Data Analytics in the cloud - A three-way handshake of Technology, Policy, and Management
Nidhi Rastogi, Marie Joan Kristine Gloria, James Hendler
Cloud platform came into existence primarily to accelerate IT delivery and to promote innovation. To this point, it has performed largely well to the expectations of technologists,…
Graph Analytics for anomaly detection in homogeneous wireless networks - A Simulation Approach
Nidhi Rastogi, James Hendler
In the Internet of Things (IoT) devices are exposed to various kinds of attacks when connected to the Internet. An attack detection mechanism that understands the limitations of th…
WhatsApp security and role of metadata in preserving privacy
Nidhi Rastogi, James Hendler
WhatsApp messenger is arguably the most popular mobile app available on all smart-phones. Over one billion people worldwide for free messaging, calling, and media sharing use it. I…