James C. Davis

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 49

Top Topics

Denial Of Service

Influencing Factors

Computer Vision

Top Venues

Publications

Wenxin Jiang, Vishnu Banna, Naveen Vivek, Abhinav Goel, Nicholas Synovic, George K. Thiruvathukal, James C. Davis
Challenges and practices of deep learning model reengineering: A case study on computer vision. Empir. Softw. Eng. 29 (6) (2024)
Dharun Anandayuvaraj, Matthew Campbell, Arav Tewari, James C. Davis
Can Large Language Models Analyze Software Failures in the News? An End-to-End Automated Pipeline with FAIL. CoRR (2024)
Siddhant Sanjay Joshi, Preeti Mukherjee, Kirsten A. Davis, James C. Davis
Introducing Systems Thinking as a Framework for Teaching and Assessing Threat Modeling Competency. CoRR (2024)
William P. Maxam III, James C. Davis
An Interview Study on Third-Party Cyber Threat Hunting Processes in the U.S. Department of Homeland Security. USENIX Security Symposium (2024)
Taylor R. Schorlemmer, Kelechi G. Kalu, Luke Chigges, Kyung Myung Ko, Eman Abdul-Muhd Abu Isghair, Saurabh Baghi, Santiago Torres-Arias, James C. Davis
Signing in Four Public Software Package Registries: Quantity, Quality, and Influencing Factors. CoRR (2024)
Lucas Franke, Huayu Liang, Sahar Farzanehpour, Aaron Brantly, James C. Davis, Chris Brown
An Exploratory Mixed-Methods Study on General Data Protection Regulation (GDPR) Compliance in Open-Source Software. CoRR (2024)
Jesse Chen, Dharun Anandayuvaraj, James C. Davis, Sazzadur Rahaman
On the Contents and Utility of IoT Cybersecurity Guidelines. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Taylor R. Schorlemmer, Ethan H. Burmane, Kelechi G. Kalu, Santiago Torres-Arias, James C. Davis
Establishing Provenance Before Coding: Traditional and Next-Gen Signing. CoRR (2024)
Chinenye L. Okafor, James C. Davis, Santiago Torres-Arias
DiVerify: Diversifying Identity Verification in Next-Generation Software Signing. CoRR (2024)
William P. Maxam III, James C. Davis
An Interview Study on Third-Party Cyber Threat Hunting Processes in the U.S. Department of Homeland Security. CoRR (2024)
Nick John Eliopoulos, Purvish Jajal, James C. Davis, Gaowen Liu, George K. Thiravathukal, Yung-Hsiang Lu
Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision Transformers on the Edge. CoRR (2024)
Wenxin Jiang, Jerin Yasmin, Jason Jones, Nicholas Synovic, Jiashen Kuo, Nathaniel Bielanski, Yuan Tian, George K. Thiruvathukal, James C. Davis
PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software. MSR (2024)
Ben Arie Tanay, Lexy Arinze, Siddhant Sanjay Joshi, Kirsten A. Davis, James C. Davis
An Exploratory Study on Upper-Level Computing Students' Use of Large Language Models as Tools in a Semester-Long Project. CoRR (2024)
James C. Davis, Purvish Jajal, Wenxin Jiang, Taylor R. Schorlemmer, Nicholas Synovic, George K. Thiruvathukal
Reusing Deep Learning Models: Challenges and Directions in Software Engineering. CoRR (2024)
Lucas Franke, Huayu Liang, Aaron Brantly, James C. Davis, Chris Brown
A First Look at the General Data Protection Regulation (GDPR) in Open-Source Software. ICSE Companion (2024)
Vishal Purohit, Wenxin Jiang, Akshath R. Ravikiran, James C. Davis
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden. CoRR (2024)
Masudul Hasan Masud Bhuiyan, Berk Çakar, Ethan H. Burmane, James C. Davis, Cristian-Alexandru Staicu
SoK: A Literature and Engineering Review of Regular Expression Denial of Service. CoRR (2024)
Wenxin Jiang, Jerin Yasmin, Jason Jones, Nicholas Synovic, Jiashen Kuo, Nathaniel Bielanski, Yuan Tian, George K. Thiruvathukal, James C. Davis
PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software. CoRR (2024)
Kelechi G. Kalu, Tanya Singla, Chinenye Okafor, Santiago Torres-Arias, James C. Davis
An Industry Interview Study of Software Signing for Supply Chain Security. CoRR (2024)
Chinenye Okafor, Taylor R. Schorlemmer, Santiago Torres-Arias, James C. Davis
SoK: Analysis of Software Supply Chain Security by Establishing Secure Design Properties. CoRR (2024)
Jason Jones, Wenxin Jiang, Nicholas Synovic, George K. Thiruvathukal, James C. Davis
What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims. CoRR (2024)
Tanmay Singla, Dharun Anandayuvaraj, Kelechi G. Kalu, Taylor R. Schorlemmer, James C. Davis
An Empirical Study on Using Large Language Models to Analyze Software Supply Chain Security Failures. CoRR (2023)
Purvish Jajal, Wenxin Jiang, Arav Tewari, Joseph Woo, Yung-Hsiang Lu, George K. Thiruvathukal, James C. Davis
Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem. CoRR (2023)
Wenxin Jiang, Nicholas Synovic, Matt Hyatt, Taylor R. Schorlemmer, Rohan Sethi, Yung-Hsiang Lu, George K. Thiruvathukal, James C. Davis
An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry. ICSE (2023)
Wenxin Jiang, Jason Jones, Jerin Yasmin, Nicholas Synovic, Rajeev Sashti, Sophie Chen, George K. Thiruvathukal, Yuan Tian, James C. Davis
PeaTMOSS: Mining Pre-Trained Models in Open-Source Software. CoRR (2023)
Abhinav Goel, Caleb Tung, Nick Eliopoulos, George K. Thiruvathukal, Amy Wang, Yung-Hsiang Lu, James C. Davis
Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision. IEEE Des. Test 40 (3) (2023)
Kelechi G. Kalu, Taylor R. Schorlemmer, Sophie Chen, Kyle A. Robinson, Erik Kocinare, James C. Davis
Reflecting on the Use of the Policy-Process-Product Theory in Empirical Software Engineering. ESEC/SIGSOFT FSE (2023)
James C. Davis, Purvish Jajal, Wenxin Jiang, Taylor R. Schorlemmer, Nicholas Synovic, George K. Thiruvathukal
Reusing Deep Learning Models: Challenges and Directions in Software Engineering. JVA (2023)
Diego Montes, Pongpatapee Peerapatanapokin, Jeff Schultz, Chengjun Guo, Wenxin Jiang, James C. Davis
Discrepancies among Pre-trained Deep Neural Networks: A New Threat to Model Zoo Reliability. CoRR (2023)
Efe Barlas, Xin Du, James C. Davis
Exploiting Input Sanitization for Regex Denial of Service. CoRR (2023)
Tanmay Singla, Dharun Anandayuvaraj, Kelechi G. Kalu, Taylor R. Schorlemmer, James C. Davis
An Empirical Study on Using Large Language Models to Analyze Software Supply Chain Security Failures. SCORED@CCS (2023)
Xiao Hu, Ziteng Jiao, Ayden Kocher, Zhenyu Wu, Junjie Liu, James C. Davis, George K. Thiruvathukal, Yung-Hsiang Lu
Evolution of Winning Solutions in the 2021 Low-Power Computer Vision Challenge. Computer 56 (8) (2023)
Wenxin Jiang, Nicholas Synovic, Purvish Jajal, Taylor R. Schorlemmer, Arav Tewari, Bhavesh Pareek, George K. Thiruvathukal, James C. Davis
PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages. CoRR (2023)
Wenxin Jiang, Chingwo Cheung, George K. Thiruvathukal, James C. Davis
Exploring Naming Conventions (and Defects) of Pre-trained Deep Learning Models in Hugging Face and Other Model Hubs. CoRR (2023)
Paschal C. Amusuo, Ricardo Andrés Calvo Méndez, Zhongwei Xu, Aravind Machiry, James C. Davis
Systematically Detecting Packet Validation Vulnerabilities in Embedded Network Stacks. ASE (2023)
Paschal C. Amusuo, Kyle A. Robinson, Santiago Torres-Arias, Laurent Simon, James C. Davis
Preventing Supply Chain Vulnerabilities in Java with a Fine-Grained Permission Manager. CoRR (2023)
Wenxin Jiang, Nicholas Synovic, Purvish Jajal, Taylor R. Schorlemmer, Arav Tewari, Bhavesh Pareek, George K. Thiruvathukal, James C. Davis
PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages. MSR (2023)
Jesse Chen, Dharun Anandayuvaraj, James C. Davis, Sazzadur Rahaman
A Unified Taxonomy and Evaluation of IoT Security Guidelines. CoRR (2023)
Mingjie Shen, Akul Abhilash Pillai, Brian A. Yuan, James C. Davis, Aravind Machiry
An Empirical Study on the Use of Static Analysis Tools in Open Source Embedded Software. CoRR (2023)
Dharun Anandayuvaraj, Pujita Thulluri, Justin Figueroa, Harshit Shandilya, James C. Davis
Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment on Novices. SERP4IoT (2023)
Sk Adnan Hassan, Zainab Aamir, Dongyoon Lee, James C. Davis, Francisco Servant
Improving Developers' Understanding of Regex Denial of Service Tools through Anti-Patterns and Fix Strategies. SP (2023)
Kelechi G. Kalu, Taylor R. Schorlemmer, Sophie Chen, Kyle Robinson, Erik Kocinare, James C. Davis
Reflecting on the Use of the Policy-Process-Product Theory in Empirical Software Engineering. CoRR (2023)
Jayashree Srinivasan, Sai Ritvik Tanksalkar, Paschal C. Amusuo, James C. Davis, Aravind Machiry
Towards Rehosting Embedded Applications as Linux Applications. DSN-S (2023)
Paschal C. Amusuo, Ricardo Andrés Calvo Méndez, Zhongwei Xu, Aravind Machiry, James C. Davis
Systematically Detecting Packet Validation Vulnerabilities in Embedded Network Stacks. CoRR (2023)
Louis G. Michael IV, James Donohue, James C. Davis, Dongyoon Lee, Francisco Servant
Regexes are Hard: Decision-making, Difficulties, and Risks in Programming Regular Expressions. CoRR (2023)
Wenxin Jiang, Vishnu Banna, Naveen Vivek, Abhinav Goel, Nicholas Synovic, George K. Thiruvathukal, James C. Davis
Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision. CoRR (2023)
Sk Adnan Hassan, Zainab Aamir, Dongyoon Lee, James C. Davis, Francisco Servant
Improving Developers' Understanding of Regex Denial of Service Tools through Anti-Patterns and Fix Strategies. CoRR (2022)
Nicholas M. Synovic, Matt Hyatt, Rohan Sethi, Sohini Thota, Shilpika, Allan J. Miller, Wenxin Jiang, Emmanuel S. Amobi, Austin Pinderski, Konstantin Läufer, Nicholas J. Hayward, Neil Klingensmith, James C. Davis, George K. Thiruvathukal
Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics. ASE (2022)
Dharun Anandayuvaraj, James C. Davis
Reflecting on Recurring Failures in IoT Development. ASE (2022)