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

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

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

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

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

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

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

Reliability Evaluation of CNN-enabled Systems in Adversarial Scenarios. - Mata, Karen da; Faddi, Zakaria; Silva, Priscila; Nagaraju, Vidhyashree; Ghosh, Susmita; Kul, Gökhan; Fiondella, Lance (2024)

Predicting F1-Scores of Classifiers in Network Intrusion Detection Systems. - Silva, Priscila; Baye, Gaspard; Broggi, Alexandre; Bastian, Nathaniel D.; Kul, Gökhan; Fiondella, Lance (2024)

varMax: Towards Confidence-Based Zero-Day Attack Recognition. - Baye, Gaspard; Silva, Priscila; Broggi, Alexandre; Bastian, Nathaniel D.; Fiondella, Lance; Kul, Gökhan (2024)

Performance Analysis of Deep-Learning Based Open Set Recognition Algorithms for Network Intrusion Detection Systems. - Baye, Gaspard; Silva, Priscila; Broggi, Alexandre; Fiondella, Lance; Bastian, Nathaniel D.; Kul, Gökhan (2023)

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

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

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

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

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

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

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

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

Adaptive Incremental Learning for Software Reliability Growth Models. - Nagaraju, Vidhyashree; Pritchard, Shadow; Fiondella, Lance (2022)

A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle. - Ellis, Christian; Wigness, Maggie B.; Fiondella, Lance (2022)

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

Covariate Software Vulnerability Discovery Model to Support Cybersecurity Test & Evaluation (Practical Experience Report). - Sorrentino, Julia; Silva, Priscila; Baye, Gaspard; Kul, Gökhan; Fiondella, Lance (2022)

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

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

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

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

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

Connecting Software Reliability Growth Models to Software Defect Tracking. - Nafreen, Maskura; Luperon, Melanie; Fiondella, Lance; Nagaraju, Vidhyashree; Shi, Ying; Wandji, Thierry (2020)

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

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

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

Quantifying the Impact of Prognostic Distance on Average Cost per Cycle. - Bhattacharya, Saikath; Fiondella, Lance; Saxena, Saurabh; Pecht, Michael G. (2019)

SFRAT - An Extendable Software Reliability Assessment Tool. - Nikora, Allen P.; Fiondella, Lance; Wandji, Thierry (2018)

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

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

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

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

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

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

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

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

Software Reliability and Security: Challenges and Crosscutting Themes. - Fiondella, Lance; Nikora, Allen P.; Wandji, Thierry (2016)

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

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

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

A Smartphone-based System for Automated Congestion Prediction. - Fiondella, Lance; Gokhale, Swapna S.; Lownes, Nicholas (2015)

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

Data Loss: An Empirical Analysis in Search of Best Practices for Prevention. - Fiondella, Lance; El-Kharboutly, Rehab; Gokhale, Swapna S. (2014)

Suave: Swarm underwater autonomous vehicle localization. - Liu, Jun; Wang, Zhaohui; Peng, Zheng; Cui, Jun-Hong; Fiondella, Lance (2014)

Industry-wise Analysis of Security Breaches in Data Loss Incidents. - El-Kharboutly, Rehab; Gokhale, Swapna S.; Fiondella, Lance (2014)

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

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

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

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

Cloud Incident Data: An Empirical Analysis. - Fiondella, Lance; Gokhale, Swapna S.; Mendiratta, Veena B. (2013)

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

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

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

Efficient System Reliability with Correlated Component Failures. - Fiondella, Lance; Rajasekaran, Sanguthevar; Gokhale, Swapna S. (2011)

Architecture-based Reliability Analysis With Uncertain Parameters. - Doran, Derek; Tran, Matthew; Fiondella, Lance; Gokhale, Swapna S. (2011)

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

Resource Allocation for a Modular Software System. - Fiondella, Lance; Gokhale, Swapna S. (2009)

Software reliability with architectural uncertainties. - Fiondella, Lance; Gokhale, Swapna S. (2008)

Importance Measures for a Modular Software System (Short Paper). - Fiondella, Lance; Gokhale, Swapna S. (2008)

Adequacy of Composite Parametric Software Reliability Models. - Fiondella, Lance; Gokhale, Swapna S. (2007)