Explainability of Network Intrusion Detection Using Transformers: A Packet-Level Approach - Pahavalan Rajkumardheivanayahi; Ryan Berry; Nicola Costagliola; Lance Fiondella; Nathaniel D. Bastian; Gökhan Kul (IEEE Access, 2025)

Power supply reliability assessment for a multistate electrical power network with line loss rates - Cheng-Ta Yeh; Shao-Hua Lyu; Lance Fiondella (Ann. Oper. Res., 2025)

An active learning framework for adversarial training of deep neural networks - Susmita Ghosh; Abhiroop Chatterjee; Lance Fiondella (Neural Comput. Appl., 2025)

Efficient Vulnerability Assessment of Large-Scale Dynamic Transportation Networks - Venkateswaran Shekar; Lance Fiondella (IEEE Trans. Reliab., 2025)

Bridging the Data Gap in AI Reliability Research and Establishing DR-AIR, a Comprehensive Data Repository for AI Reliability - Simin Zheng; Jared M. Clark; Fatemeh Salboukh; Priscila Silva; Karen da Mata; Fenglian Pan; Jie Min; Jiayi Lian; Caleb B. King; Lance Fiondella; Jian Liu; Xinwei Deng; et al. (CoRR, 2025)

Availability Modeling for Blockchain Provisioning in Private Clouds - Jamilson Dantas; Paulo Silva; Lance Fiondella; Carlos Melo; Paulo Maciel (CoRR, 2025)

Adaptive Pruning of Deep Neural Networks for Resource-Aware Embedded Intrusion Detection on the Edge - Alexandre Broggi; Nathaniel D. Bastian; Lance Fiondella; Gökhan Kul (CoRR, 2025)

Reliability Evaluation of CNN-enabled Systems in Adversarial Scenarios - Karen da Mata; Zakaria Faddi; Priscila Silva; Vidhyashree Nagaraju; Susmita Ghosh; Gökhan Kul; Lance Fiondella (International Conference on Assured Autonomy, ICAA 2024, Nashville, TN, USA, October 10-11, 2024, 2024)

Predicting F1-Scores of Classifiers in Network Intrusion Detection Systems - Priscila Silva; Gaspard Baye; Alexandre Broggi; Nathaniel D. Bastian; Gökhan Kul; Lance Fiondella (33rd International Conference on Computer Communications and Networks, ICCCN 2024, Kailua-Kona, HI, USA, July 29-31, 2024, 2024)

varMax: Towards Confidence-Based Zero-Day Attack Recognition - Gaspard Baye; Priscila Silva; Alexandre Broggi; Nathaniel D. Bastian; Lance Fiondella; Gökhan Kul (IEEE Military Communications Conference, MILCOM 2024, Washington, DC, USA, October 28 - Nov. 1, 2024, 2024)

Performance 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; Gökhan Kul (NOMS 2023, IEEE/IFIP Network Operations and Management Symposium, Miami, FL, USA, May 8-12, 2023, 2023)

A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle - Christian Ellis; Maggie B. Wigness; Lance Fiondella (CoRR, 2023)

Predicting Resilience with Neural Networks - Karen da Mata; Priscila Silva; Lance Fiondella (CoRR, 2023)

Reliability of time-constrained multi-state network susceptible to correlated component faults - Yi-Kuei Lin; Lance Fiondella; Ping-Chen Chang (Ann. Oper. Res., 2022)

Multi-phase algorithm design for accurate and efficient model fitting - Joshua Steakelum; Jacob Aubertine; Kenan Chen; Vidhyashree Nagaraju; Lance Fiondella (Ann. Oper. Res., 2022)

Optimal maintenance policies for linear consecutive k-out-of-n: F systems susceptible to dependent failures - Esmaeil Rezaei; Bentolhoda Jafary; Lance Fiondella (Comput. Ind. Eng., 2022)

Method for integrating classical and network reliability: A time varying network reliability evaluation - Ping-Chen Chang; Ding-Hsiang Huang; Lance Fiondella; Yi-Kuei Lin; Kuei-Kuei Lai (Qual. Reliab. Eng. Int., 2022)

A covariate software tool to guide test activity allocation - Jacob Aubertine; Kenan Chen; Vidhyashree Nagaraju; Lance Fiondella (SoftwareX, 2022)

Data-Driven Application-Oriented Reliability Model of a High-Performance Computing System - Bentolhoda Jafary; Saurabh Jha; Lance Fiondella; Ravishankar K. Iyer (IEEE Trans. Reliab., 2022)

Adaptive Incremental Learning for Software Reliability Growth Models - Vidhyashree Nagaraju; Shadow Pritchard; Lance Fiondella (Human Interface and the Management of Information: Applications in Complex Technological Environments - Thematic Area, HIMI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 - July 1, 2022, Proceedings, Part II, 2022)

A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle - Christian Ellis; Maggie B. Wigness; Lance Fiondella (IEEE International Conference on Assured Autonomy, ICAA 2022, Virtual Event / Fajardo, PR, USA, March 22-24, 2022, 2022)

Automating Staged Rollout with Reinforcement Learning - Shadow Pritchard; Vidhyashree Nagaraju; Lance Fiondella (44th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results ICSE (NIER) 2022, Pittsburgh, PA, USA, May 22-24, 2022, 2022)

Covariate Software Vulnerability Discovery Model to Support Cybersecurity Test & Evaluation (Practical Experience Report) - Julia Sorrentino; Priscila Silva; Gaspard Baye; Gökhan Kul; Lance Fiondella (IEEE 33rd International Symposium on Software Reliability Engineering, ISSRE 2022, Charlotte, NC, USA, October 31 - Nov. 3, 2022, 2022)

Automating Staged Rollout with Reinforcement Learning - Shadow Pritchard; Vidhyashree Nagaraju; Lance Fiondella (CoRR, 2022)

Risk Averse Bayesian Reward Learning for Autonomous Navigation from Human Demonstration - Christian Ellis; Maggie B. Wigness; John G. Rogers; Craig Lennon; Lance Fiondella (IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021, 2021)

Risk Averse Bayesian Reward Learning for Autonomous Navigation from Human Demonstration - Christian Ellis; Maggie B. Wigness; John G. Rogers III; Craig Lennon; Lance Fiondella (CoRR, 2021)

Optimal test activity allocation for covariate software reliability and security models - Vidhyashree Nagaraju; Chathuri L. Jayasinghe; Lance Fiondella (J. Syst. Softw., 2020)

Component-based system reliability subject to positive and negative correlation - Bentolhoda Jafary; Andrew Mele; Lance Fiondella (Reliab. Eng. Syst. Saf., 2020)

Connecting Software Reliability Growth Models to Software Defect Tracking - Maskura Nafreen; Melanie Luperon; Lance Fiondella; Vidhyashree Nagaraju; Ying Shi; Thierry Wandji (31st IEEE International Symposium on Software Reliability Engineering, ISSRE 2020, Coimbra, Portugal, October 12-15, 2020, 2020)

A Dynamic Surface Gateway Placement Scheme for Mobile Underwater Networks - Jun Liu; Wenxue Guan; Guangjie Han; Jun-Hong Cui; Lance Fiondella; Manal Al-Bzoor (Sensors, 2019)

Practical software reliability engineering with the Software Failure and Reliability Assessment Tool (SFRAT) - Vidhyashree Nagaraju; Venkateswaran Shekar; Joshua Steakelum; Melanie Luperon; Ying Shi; Lance Fiondella (SoftwareX, 2019)

A heterogeneous single changepoint software reliability growth model framework - Vidhyashree Nagaraju; Lance Fiondella; Thierry Wandji (Softw. Test. Verification Reliab., 2019)

Quantifying the Impact of Prognostic Distance on Average Cost per Cycle - Saikath Bhattacharya; Lance Fiondella; Saurabh Saxena; Michael G. Pecht (2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019, San Francisco, CA, USA, June 17-20, 2019, 2019)

SFRAT - An Extendable Software Reliability Assessment Tool - Allen P. Nikora; Lance Fiondella; Thierry Wandji (2018 IEEE International Symposium on Software Reliability Engineering Workshops, ISSRE Workshops, Memphis, TN, USA, October 15-18, 2018, 2018)

A confidence-based approach to reliability design considering correlated failures - Lance Fiondella; Yi-Kuei Lin; Hoang Pham; Ping-Chen Chang; Chendong Li (Reliab. Eng. Syst. Saf., 2017)

Optimal redundancy allocation to maximize multi-state computer network reliability subject to correlated failures - Cheng-Ta Yeh; Lance Fiondella (Reliab. Eng. Syst. Saf., 2017)

Impact of Correlated Component Failure on Preventive Maintenance Policies - Bentolhoda Jafary; Vidhyashree Nagaraju; Lance Fiondella (IEEE Trans. Reliab., 2017)

Performance Optimized Expectation Conditional Maximization Algorithms for Nonhomogeneous Poisson Process Software Reliability Models - Vidhyashree Nagaraju; Lance Fiondella; Panlop Zeephongsekul; Chathuri L. Jayasinghe; Thierry Wandji (IEEE Trans. Reliab., 2017)

Trivariate Bernoulli distribution with application to software fault tolerance - Lance Fiondella; Panlop Zeephongsekul (Ann. Oper. Res., 2016)

A universal generating function-based multi-state system performance model subject to correlated failures - Bentolhoda Jafary; Lance Fiondella (Reliab. Eng. Syst. Saf., 2016)

Defense of High-Speed Rail With an Evolutionary Algorithm Guided by Game Theory - Lance Fiondella; Ashrafur Rahman; Nicholas Lownes; Veeresh Varad Basavaraj (IEEE Trans. Reliab., 2016)

Maximum-Likelihood Estimation of Parameters of NHPP Software Reliability Models Using Expectation Conditional Maximization Algorithm - Panlop Zeephongsekul; Chathuri L. Jayasinghe; Lance Fiondella; Vidhyashree Nagaraju (IEEE Trans. Reliab., 2016)

Software Reliability and Security: Challenges and Crosscutting Themes - Lance Fiondella; Allen P. Nikora; Thierry Wandji (2016 IEEE International Symposium on Software Reliability Engineering Workshops, ISSRE Workshops 2016, Ottawa, ON, Canada, October 23-27, 2016, 2016)

Reliability and Performance Analysis of Architecture-Based Software Implementing Restarts and Retries Subject to Correlated Component Failures - Xiao-Dan Li; Yong-Feng Yin; Lance Fiondella (Int. J. Softw. Eng. Knowl. Eng., 2015)

Discrete and continuous reliability models for systems with identically distributed correlated components - Lance Fiondella; Liudong Xing (Reliab. Eng. Syst. Saf., 2015)

System Performance and Reliability Modeling of a Stochastic-Flow Production Network: A Confidence-Based Approach - Lance Fiondella; Yi-Kuei Lin; Ping-Chen Chang (IEEE Trans. Syst. Man Cybern. Syst., 2015)

A Smartphone-based System for Automated Congestion Prediction - Lance Fiondella; Swapna S. Gokhale; Nicholas Lownes (The 27th International Conference on Software Engineering and Knowledge Engineering, SEKE 2015, Wyndham Pittsburgh University Center, Pittsburgh, PA, USA, July 6-8, 2015, 2015)

Software, Hardware, and Procedure Reliability by Testing and Verification: Evidence of Learning Trends - Romney B. Duffey; Lance Fiondella (IEEE Trans. Hum. Mach. Syst., 2014)

Data Loss: An Empirical Analysis in Search of Best Practices for Prevention - Lance Fiondella; Rehab El-Kharboutly; Swapna S. Gokhale (2014 IEEE International Conference on Cloud Engineering, Boston, MA, USA, March 11-14, 2014, 2014)

Suave: Swarm underwater autonomous vehicle localization - Jun Liu; Zhaohui Wang; Zheng Peng; Jun-Hong Cui; Lance Fiondella (2014 IEEE Conference on Computer Communications, INFOCOM 2014, Toronto, Canada, April 27 - May 2, 2014, 2014)

Industry-wise Analysis of Security Breaches in Data Loss Incidents - Rehab El-Kharboutly; Swapna S. Gokhale; Lance Fiondella (The 26th International Conference on Software Engineering and Knowledge Engineering, Hyatt Regency, Vancouver, BC, Canada, July 1-3, 2013, 2014)

Quantifying the impact of correlated failures on system reliability by a simulation approach - Yi-Kuei Lin; Lance Fiondella; Ping-Chen Chang (Reliab. Eng. Syst. Saf., 2013)

Simulation approach to estimate the system reliability of a time-based capacitated flow network susceptible to correlated failures - Yi-Kuei Lin; Lance Fiondella; Ping-Chen Chang (Simul. Model. Pract. Theory, 2013)

Mobi-Sync: Efficient Time Synchronization for Mobile Underwater Sensor Networks - Jun Liu; Zhong Zhou; Zheng Peng; Jun-Hong Cui; Michael Zuba; Lance Fiondella (IEEE Trans. Parallel Distributed Syst., 2013)

Efficient Software Reliability Analysis With Correlated Component Failures - Lance Fiondella; Sanguthevar Rajasekaran; Swapna S. Gokhale (IEEE Trans. Reliab., 2013)

Cloud Incident Data: An Empirical Analysis - Lance Fiondella; Swapna S. Gokhale; Veena B. Mendiratta (2013 IEEE International Conference on Cloud Engineering, IC2E 2013, San Francisco, CA, USA, March 25-27, 2013, 2013)

Communication and energy efficient routing protocols for single-hop radio networks - Sanguthevar Rajasekaran; Lance Fiondella; Dolly Sharma; Reda A. Ammar; Nicholas Lownes (J. Parallel Distributed Comput., 2012)

Optimal Allocation of Testing Effort Considering Software Architecture - Lance Fiondella; Swapna S. Gokhale (IEEE Trans. Reliab., 2012)

Quantifying the Impact of Correlated Failures on Stochastic Flow Network Reliability - Yi-Kuei Lin; Ping-Chen Chang; Lance Fiondella (IEEE Trans. Reliab., 2012)

Efficient System Reliability with Correlated Component Failures - Lance Fiondella; Sanguthevar Rajasekaran; Swapna S. Gokhale (13th IEEE International Symposium on High-Assurance Systems Engineering, HASE 2011, Boca Raton, FL, USA, November 10-12, 2011, 2011)

Architecture-based Reliability Analysis With Uncertain Parameters - Derek Doran; Matthew Tran; Lance Fiondella; Swapna S. Gokhale (Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), Eden Roc Renaissance, Miami Beach, USA, July 7-9, 2011, 2011)

Importance measures for modular software with uncertain parameters - Lance Fiondella; Swapna S. Gokhale (Softw. Test. Verification Reliab., 2010)

Resource Allocation for a Modular Software System - Lance Fiondella; Swapna S. Gokhale (Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), Boston, Massachusetts, USA, July 1-3, 2009, 2009)

Software reliability with architectural uncertainties - Lance Fiondella; Swapna S. Gokhale (22nd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2008, Miami, Florida USA, April 14-18, 2008, 2008)

Importance Measures for a Modular Software System (Short Paper) - Lance Fiondella; Swapna S. Gokhale (Proceedings of the Eighth International Conference on Quality Software, QSIC 2008, 12-13 August 2008, Oxford, UK, 2008)

Adequacy of Composite Parametric Software Reliability Models - Lance Fiondella; Swapna S. Gokhale (Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), Boston, Massachusetts, USA, July 9-11, 2007, 2007)