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Nathaniel D. Bastian

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

28

Venues

14

Active years

2019–2026

Best venue rank

A*

Where they publish

Papers

28 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISDE-HARL: Scalable Distributed Policy Execution for Heterogeneous-Agent Reinforcement Learning.Toan D. Gian, Mohammad Abdi, Nathaniel D. Bastian, Francesco Restuccia
2026AAAIConsistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments.Mario A. Leiva, Noel Ngu, Joshua Shay Kricheli, Aditya Taparia, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, John Corcoran, Gerardo I. Simari
2026ACLNSF-CoT: Neuro-Symbolic Formal Verification of Chain-of-Thought Faithfulness in Contextual Question Answering.Vishal Pramanik, Maisha Maliha, Nathaniel D. Bastian, Alvaro Velasquez, Susmit Jha, Sumit Kumar Jha
2026DATELogHD: Robust Compression of Hyperdimensional Classifiers via Logarithmic Class-Axis Reduction.Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani
2026DSNFrom Threat Intelligence to Decision Theory: ATT&CK-Derived Utility Functions for Adversarial Risk Analysis in NIDS.Mayank Raj, Nathaniel D. Bastian, Lance Fiondella, Gkhan Kul
2026INFOCOMACDZero: Graph-Embedding-Based Tree Search for Mastering Automated Cyber Defense.Yu Li, Sizhe Tang, Rongqian Chen, Fei Xu Yu, Guangyu Jiang, Mahdi Imani, Nathaniel D. Bastian, Tian Lan
2026ISLPEDIntegrating Symbolic and Neural Mechanisms for Adversarially Robust Hyperdimensional Computing.Hamza Errahmouni Barkam, Salaar Saraj, Zhen Ye, Xiangjian Liu, Haleh Alimohamadi, Nathaniel D. Bastian, Mohsen Imani
2026WACVCLUE: Bringing Machine Unlearning to Mobile Devices.A. Q. M. Sazzad Sayyed, Nathaniel D. Bastian, Michael J. De Lucia, Ananthram Swami, Francesco Restuccia
2026WACVENCORE: A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks.A. Q. M. Sazzad Sayyed, Nathaniel D. Bastian, Francesco Restuccia
2026SECRYPTMITRE ATT&CK-based Attack Chain Prediction Using Hybrid LSTM-Markov Models for Cyber Risk Assessment.Mayank Raj, Nathaniel D. Bastian, Lance Fiondella, Gkhan Kul
2025ACSSCUniversal Adversarial Perturbations for Two-Stage Black-Box Object Detectors.Peng Wu, Amidu Kamara, Mohsen Imani, Nathaniel D. Bastian, Mahdi Imani
2025DATEContinuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning.Sanggeon Yun, Ryozo Masukawa, William Youngwoo Chung, Minhyoung Na, Nathaniel D. Bastian, Mohsen Imani
2025ICCVTOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision.Ayush Gupta, Anirban Roy, Rama Chellappa, Nathaniel D. Bastian, Alvaro Velasquez, Susmit Jha
2025INFOCOMLAMPS: Learning-based Mobility Planning via Posterior State Inference using Gaussian Cox Process Models.Egemen Erbayat, Yongsheng Mei, Gina C. Adam, Suresh Subramaniam, Sean M. Coffey, Nathaniel D. Bastian, Tian Lan
2025WACVVLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation.Hanning Chen, Yang Ni, Wenjun Huang, Yezi Liu, Sungheon Jeong, Fei Wen, Nathaniel D. Bastian, Hugo Latapie, Mohsen Imani
2025WACVZero-Shot Detection of Out-of-Context Objects Using Foundation Models.Anirban Roy, Adam D. Cobb, Ramneet Kaur, Sumit Jha, Nathaniel D. Bastian, Alexander M. Berenbeim, Robert H. Thomson, Iain Cruickshank, Alvaro Velasquez, Susmit Jha
2025SECRYPTAdapting Under Fire: Multi-Agent Reinforcement Learning for Adversarial Drift in Network Security.Emilia Rivas, Sabrina Saika, Ahtesham Bakht, Aritran Piplai, Nathaniel D. Bastian, Ankit Shah
2024ACSSCAdversarial Inverse Learning of Defense Policies Conditioned on Human Factor Models.Amirhossein Ravari, Guangyu Jiang, Zuyuan Zhang, Mahdi Imani, Robert H. Thomson, Aryn A. Pyke, Nathaniel D. Bastian, Tian Lan
2024ICCCNA Neuro-Symbolic Artificial Intelligence Network Intrusion Detection System.Alice Bizzarri, Brian Jalaian, Fabrizio Riguzzi, Nathaniel D. Bastian
2024ICCCNPredicting F1-Scores of Classifiers in Network Intrusion Detection Systems.Priscila Silva, Gaspard Baye, Alexandre Broggi, Nathaniel D. Bastian, Gkhan Kul, Lance Fiondella
2024WSCOffline Reinforcement Learning for Autonomous Cyber Defense Agents.Alexander Wei, David A. Bierbrauer, Emily A. Nack, John A. Pavlik, Nathaniel D. Bastian
2024SIGCSESeeing the Whole Elephant - A Comprehensive Framework for Data Education.Iain J. Cruickshank, Nathaniel D. Bastian, Jean R. S. Blair, Christa M. Chewar, Edward Sobiesk
2023NOMSPerformance Analysis of Deep-Learning Based Open Set Recognition Algorithms for Network Intrusion Detection Systems.Gaspard Baye, Priscila Silva, Alexandre Broggi, Lance Fiondella, Nathaniel D. Bastian, Gkhan Kul
2023WSCUncertainty-Quantified, Robust Deep Learning for Network Intrusion Detection.Joshua A. Wong, Alexander M. Berenbeim, David A. Bierbrauer, Nathaniel D. Bastian
2021WSCCHALLENGES AND OPPORTUNITIES FOR GENERATIVE METHODS IN THE CYBER DOMAIN.Marc Chal, Nathaniel D. Bastian
2021WSCRobust Decision-Making in the Internet of Battlefield Things Using Bayesian Neural Networks.Adam D. Cobb, Brian Jalaian, Nathaniel D. Bastian, Stephen Russell
2019WSCSolving The Army's Cyber Workforce Planning Problem Using Stochastic Optimization and Discrete-Event Simulation Modeling.Nathaniel D. Bastian, Christopher B. Fisher, Andrew O. Hall, Brian J. Lunday
2019WSCSimulation for Cyber Risk Management - Where are we, and Where do we Want to Go?Sachin Shetty, Indrajit Ray, Nurcin Celik, Michael Mesham, Nathaniel D. Bastian, Quanyan Zhu